tag:blogger.com,1999:blog-357967742024-03-14T06:17:47.826+00:00 Biometrics in schools Covering privacy and civil liberties issues with the use of biometrics in schoolsPippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.comBlogger256125tag:blogger.com,1999:blog-35796774.post-29097035926814033232022-10-11T09:57:00.015+00:002022-11-01T12:15:15.578+00:00Facial Action Coding System (FACS) assessing emotions - is this a biometric?<p>When is facial recognition not facial recognition? And when a school uses a <a href="https://en.wikipedia.org/wiki/Facial_Action_Coding_System" target="_blank">facial action coding system (FACS)</a> to analyse, in real time, a class of children's muscle movements from their face and body, not using a child's image, is this classed as biometric data processing? This is a question I shall be asking the Information Commissioner's Office (<a href="https://ico.org.uk" target="_blank">ICO</a>). </p><p>Just to note, a child's fingerprint is not stored as an image but an algorithm - classed as a biometric, when processed in a school setting.</p><p>From a lay persons point of view, for the FACS to work it would have to first recognise that there are faces in front of the lens to process - hence facial recognition, therefore a biometric. But as the system is not using the biometric to identify a specific human can we say that the school is processing an individuals biometric? I would say yes, because without the collective children or individual child in front of the lens FACS would not work. FACS can only work with biometric analysis. Bio 'life' metric 'measure'.</p><p>FACS are employed in the <a href="https://myviewboard.com/products/sens/" target="_blank">Sens</a> equipment being used in <a href="https://www.smestow.org" target="_blank">Smestow Academy</a>. Confirmed by the supplier <a href="https://twitter.com/myviewboard/status/1220474506327789569" target="_blank">ViewSonic's tweet</a>.</p><div class="separator" style="clear: both; text-align: center;"><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjEONI9305YHI3QOnD1BWvMeZ_6nyusB0wUkNzu5nimQwptGBiMK45BATHrJUOpoQlOrD7MRa-Srn_s4wkryG0PKP3QCv4Yyk1xef7jdRyrQmiMDO1REeM__NyvgRw3puC0W-aC_NIy9V13kd72UbFlerzNx3nPEiADfQ2jFvyY45--P9lR-94/s559/Screen%20Shot%202022-10-11%20at%2010.30.37.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="274" data-original-width="559" height="157" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjEONI9305YHI3QOnD1BWvMeZ_6nyusB0wUkNzu5nimQwptGBiMK45BATHrJUOpoQlOrD7MRa-Srn_s4wkryG0PKP3QCv4Yyk1xef7jdRyrQmiMDO1REeM__NyvgRw3puC0W-aC_NIy9V13kd72UbFlerzNx3nPEiADfQ2jFvyY45--P9lR-94/s320/Screen%20Shot%202022-10-11%20at%2010.30.37.png" width="320" /></a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEipzIOmssqD1l_NjQ7giTCod4bO1vTt-P-RqncnE9epL-uSrdS9EJtIf0jewZRYnvb_FO4X4DxhwEL8LgOzZx6yWZ2Wt1CmcpoX0fu0g0zsRCVhVJDrVzQP7KUqE_AUBKLN-lw43br4k77-hCrpL3-uUo3b4QT0TH5wdmHsBYfllRQG3lEDAW4/s572/Screen%20Shot%202022-10-11%20at%2010.31.55.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="273" data-original-width="572" height="156" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEipzIOmssqD1l_NjQ7giTCod4bO1vTt-P-RqncnE9epL-uSrdS9EJtIf0jewZRYnvb_FO4X4DxhwEL8LgOzZx6yWZ2Wt1CmcpoX0fu0g0zsRCVhVJDrVzQP7KUqE_AUBKLN-lw43br4k77-hCrpL3-uUo3b4QT0TH5wdmHsBYfllRQG3lEDAW4/w299-h156/Screen%20Shot%202022-10-11%20at%2010.31.55.png" width="299" /></a></div></div><br />The last couple of sentences of the <a href="https://twitter.com/myviewboard/status/1220474506327789569" target="_blank">second tweet</a> is interesting:<div><br /></div><div style="text-align: center;"><i><span style="font-size: medium;">"...we are in the early days yet. Machine learning models take time to evolve."</span></i></div><div><br /></div><div>Are the kids at Smestow Academy helping a FAC system "evolve"? Is that ethical? Do the parents and kids know they are helping to "evolve" a private company's commercial product, using the children's biometric muscle movements? </div><div style="text-align: center;">-----------------------</div><div>How a Facial Action Coding System <a href="https://en.wikipedia.org/wiki/Facial_Action_Coding_System" target="_blank">concludes</a> - happiness, sadness, surprise, fear, anger, disgust, contempt. </div><div><br /></div><div>FACS potentially looks at lip, brow, nose, chin, neck data, nostril, jaw data whether muscles are tight or loose, head and eye movement, eyes blinking open shut, how much of the face is visible, shoulder shrug, sniffing and whether or not a smile is genuine... a lot of data. </div><div><br /></div><div style="text-align: center;">Here is the FACS inventors description of the technology:</div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="266" src="https://www.youtube.com/embed/6RzCWRxnc84" width="320" youtube-src-id="6RzCWRxnc84"></iframe></div>Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-79940925217570948272022-10-10T16:11:00.007+00:002022-10-11T11:38:49.859+00:00UK schools using classroom biometric technology, data-scraping students faces to detect emotional engagement in lessons<p><span style="font-family: arial;">I am writing this in frustration. There is a video doing the rounds on <a href="https://www.facebook.com/worldeconomicforum/videos/a-chinese-school-is-using-facial-recognition-to-check-students-are-paying-attent/10155356583866479" target="_blank">Facebook</a> and <a href="https://twitter.com/backtolife_2023/status/1578640804704186369" target="_blank">Twitter</a> about schools in China using facial recognition to determine children's attentiveness in class. It is understandably shocking to see this type of biometric facial/body scanning technology being used on children and the comments relating to the videos relay this. </span></p><p><span style="font-family: arial;">Little known is the fact we have the very same biometric technology operating here in UK schools, using biometric facial and body recognition data capture of students to generate 'mood indexing' information relayed in real time to the teacher in the class and school leaders. It is called <a href="https://myviewboard.com/products/sens/" target="_blank">Sens</a> and it is supplied by <a href="https://en.wikipedia.org/wiki/ViewSonic" target="_blank">ViewSonic</a>. ViewSonic's Sens uses Intel's '<a href="https://www.intel.com/content/dam/develop/public/us/en/documents/viewsonic-case-study.pdf" target="_blank">OpenVINO toolkit</a>'. </span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgiNbsmH3GRrf1ZVCRog4mhNjkPaQxkCbFtTX5W_nZDxwmh8Tlxbn5yq9QRjCc_D7TEiebhm3hZVU0KXMM8Ci2g5dbMlqaJLtBz9SfPBbCxMMa2Mn0cv9yVZ6Qmu8Qif2do-wtaSXnEe-FMLq-80bxULMHthWkxbGL4hHoB6jIebf8oFNHvEjY/s816/Screen%20Shot%202022-10-10%20at%2015.54.18.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="406" data-original-width="816" height="159" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgiNbsmH3GRrf1ZVCRog4mhNjkPaQxkCbFtTX5W_nZDxwmh8Tlxbn5yq9QRjCc_D7TEiebhm3hZVU0KXMM8Ci2g5dbMlqaJLtBz9SfPBbCxMMa2Mn0cv9yVZ6Qmu8Qif2do-wtaSXnEe-FMLq-80bxULMHthWkxbGL4hHoB6jIebf8oFNHvEjY/s320/Screen%20Shot%202022-10-10%20at%2015.54.18.png" width="320" /></a></div><div class="page" title="Page 5"><div class="section"><div class="layoutArea"><div class="column"><p><i><span style="font-size: medium;"><span style="color: #595858; font-family: OpenSans;"><br /></span></span></i></p><p><i><span style="font-size: medium;"><span style="color: #595858; font-family: OpenSans;">"To improve engagement rates, <a href="https://www.viewsonic.com/vsAssetFile/global/img/vertical_site/resources/upload/files/MVB%20Sens%20Brochure_Final_0223.pdf" target="_blank">Sens</a> measures every student’s facial expression </span><span style="color: #595858; font-family: OpenSans;">for real-time tracking. </span></span></i></p><p><i><span style="font-size: medium;"><span style="color: #595858; font-family: OpenSans;">Track reaction in real-time. From the front </span><span style="color: #595858; font-family: OpenSans;">row all the way to the back of the room, dual lenses </span><span style="color: #595858; font-family: OpenSans;">collect data from a full view of the classroom."</span></span></i></p><p><span style="color: #595858; font-family: OpenSans;"><br /></span></p><p><span style="font-family: arial;"><span style="color: #595858;">Sens biometrically captures a child's <a href="https://www.viewsonic.com/vsAssetFile/global/img/vertical_site/resources/upload/files/MVB%20Sens%20Brochure_Final_0223.pdf" target="_blank">5 emotions</a>: </span><b style="color: #595858;">Happy / Sad / Upset / Amazed / Attentive </b><span style="color: #595858;">and dutifully sends the teacher a real time alert to <span style="caret-color: rgb(89, 88, 88);">their</span> phone to tell them how the lesson is going. Placed on top of the </span></span><span style="color: #595858; font-family: arial;"><span style="caret-color: rgb(89, 88, 88);">white screen the lens silently acquires the breadth and depth of the classroom's human participants emotions.</span></span></p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj1WlmUkQObHxC6ej1RNPeZIJssKW9MyOnTYykPKnE9iUPH8gv6EHwX-7I2ZBs4naeeYvOuWyTCK1aeTnHeQKGCI3LTfbC3pcOqRyISo_oz4QmuV4PBDgUswWDv8TsIpuM3mWxtHydz4mat1PF_ocbzOlfmWFIIFRwdnnqQS_Z3gVTVV7QsnCI/s752/Screen%20Shot%202022-10-10%20at%2016.35.23.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="408" data-original-width="752" height="109" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj1WlmUkQObHxC6ej1RNPeZIJssKW9MyOnTYykPKnE9iUPH8gv6EHwX-7I2ZBs4naeeYvOuWyTCK1aeTnHeQKGCI3LTfbC3pcOqRyISo_oz4QmuV4PBDgUswWDv8TsIpuM3mWxtHydz4mat1PF_ocbzOlfmWFIIFRwdnnqQS_Z3gVTVV7QsnCI/w200-h109/Screen%20Shot%202022-10-10%20at%2016.35.23.png" width="200" /></a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgbHb5wNiivo-uS05jwf_Ba4Jhx4Y3LyIllX_NQZub8la6TMhVwbbUrWcp0motYqyZT6G5EWlGla492pBEvaiV7cktZnn67XZBkRx4W2i_5XQxpfxr48sblRO0WPSef9hal1-iITolJ2_NNBeTjxVoT2Ekk0XJNiGS7RfqGE39FsJyJ6hFuj7s/s813/Screen%20Shot%202022-10-10%20at%2016.35.48.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="267" data-original-width="813" height="105" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgbHb5wNiivo-uS05jwf_Ba4Jhx4Y3LyIllX_NQZub8la6TMhVwbbUrWcp0motYqyZT6G5EWlGla492pBEvaiV7cktZnn67XZBkRx4W2i_5XQxpfxr48sblRO0WPSef9hal1-iITolJ2_NNBeTjxVoT2Ekk0XJNiGS7RfqGE39FsJyJ6hFuj7s/s320/Screen%20Shot%202022-10-10%20at%2016.35.48.png" width="320" /></a></div><span style="font-family: arial;"><span style="color: #595858;"><p style="text-align: center;"><span style="font-family: arial;"><span style="color: #595858; font-size: x-small;">(Above images from ViewSonic UK <a href="https://www.youtube.com/watch?v=B0TKXtMxOP0" target="_blank">Youtube video</a> detailing their collaboration with the City of Glasgow College)</span></span></p><p>How have we got to this type of technology being used in UK schools? Simple - through a complete lackadaisical attitude from the UK Department of Education and an <a href="https://ico.org.uk" target="_blank">Information Commissioner's Office</a> that is, and has been, devoid of regulating children's use of biometrics in schools over the past 2 decades.</p></span></span><p></p><p><span style="font-family: arial;"><span style="color: #595858;">The lack of due diligence displayed by these two institutions has enabled the use of biometric technology in schools to step over the boundary of services - using a face to buy a bag of chips, a fingerprint to access a library book - into the classroom to monitor students emotions. Chinese style.</span></span></p><p><span style="font-family: arial;"><span style="color: #595858;">Okay, we have the consent in the <a href="https://www.legislation.gov.uk/ukpga/2012/9/part/1/chapter/2/enacted" target="_blank">Protection of Freedoms Act</a>, the <i><b>only</b></i> legal right children have in schools to say no to their data sharing, but this is not well known and parents and students lack the knowledge of this IMHO, which is a shame because now we have sleepwalked into this situation where pupils emotions are being logged via </span></span><span style="color: #595858; font-family: arial;"><span style="caret-color: rgb(89, 88, 88);">biometric technology.</span></span></p><p><span style="color: #595858; font-family: arial;">Biometric data is the most sensitive and irreplaceable data a child will ever own. Why are schools using this data to see how students are <span style="caret-color: rgb(89, 88, 88);">engaging</span> in a lesson? </span></p><p><span style="color: #595858; font-family: arial;">If a teacher cannot humanly know how their class is responding to their delivery of a lesson, either they are in the wrong job or maybe use the money spent on 'mood indexing' children to create smaller class sizes so teachers can 'get' how the lesson is going?</span></p><p><span style="color: #595858; font-family: arial;">If 'mood indexing' biometric technology is accepted in UK primary and secondary schools by the Department of Education and ICO - then let's lead by example! The next deployment of this surveillance technology surely should be installed in the House of Commons and Lords... live real time emotional <span style="caret-color: rgb(89, 88, 88);">engagement of our elected representatives. Fantastic!</span></span></p><p style="text-align: center;"><span style="color: #595858; font-family: arial;">------------------------------</span></p><p><span style="color: #595858; font-family: arial;"><a href="https://www.smestow.org" target="_blank">Smestow Academy</a>, Wolverhampton - <a href="https://www.youtube.com/watch?v=ZngQcJQSqJY" target="_blank">Youtube</a> Hybrid learning at the academy, <a href="https://www.whatdotheyknow.com/request/ai_powered_myviewboard_sens_anal#comment-108191" target="_blank">Freedom of Information request</a>, <a href="https://questions-statements.parliament.uk/written-questions/detail/2022-09-08/HL2310" target="_blank">written question</a> asked in the House of Lords (Sept 2022) by Lord Scriven. ViewSonic's <a href="https://www.viewsonic.com/uk/presscenter/content/viewsonics-myviewboard-sens-brings-uks-first-ai-powered-classroom-to-smestow-academy_4823" target="_blank">case scenario</a>.</span></p><p><span style="color: #595858; font-family: arial;"><a href="https://www.cityofglasgowcollege.ac.uk" target="_blank">City of Glasgow College</a> - <a href="https://www.youtube.com/watch?v=B0TKXtMxOP0" target="_blank">Youtube</a>, <a href="https://www.whatdotheyknow.com/request/myviewboard_sens_classroom_analy#incoming-2129831" target="_blank">Freedom of Information request</a>, ViewSonic's <a href="https://www.viewsonic.com/library/resources/viewsonic-viewboards-takes-the-city-of-glasgow-college-visual-learning-lab-to-the-next-level/" target="_blank">case scenario</a> </span></p><p><span style="color: #595858; font-family: arial;">There are another 3 schools, primary and secondary, in the UK that may be using Sens. More on this to follow.</span></p><p><span style="color: #595858; font-family: arial;"><br /></span></p></div></div></div></div>Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-46049359253351801192022-08-18T13:02:00.028+00:002022-08-18T22:25:22.766+00:00Facial recognition in UK schools - the 'right' or 'wrong' type of biometric to be used with children?<p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span>10 months after the suspension of facial recognition (FR) at all the secondary schools in North Ayrshire Council, the <a href="https://ico.org.uk" target="_blank">Information Commisisoner's Office</a> (ICO) has not yet issued any opinion on the use of FR in schools but are expected to publish this on their website in the near future (from their response to a Freedom of Information request received August 2022). </span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">
<br />The very much sooner the ICO issues their opinion the better. We are seeing biometric analysis of children's bodily and facial data taken in schools, move from services, such as canteen and library, to classrooms monitoring emotional engagement.</span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><br /></span></p><p style="font-family: "Helvetica Neue"; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><br /></span></p><div style="text-align: center;"><span style="-webkit-font-kerning: none; font-kerning: none;"><span style="font-family: arial; font-size: medium;">A brief history of facial recognition in UK schools:</span></span></div><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"></p><h2 style="text-align: left;"><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjQYVDFtUP2c3Oq0isiEdlfHVc6OAqeS5ZqcMfCqgzgXaJec3A4qDzIkjiMLV9RKeI8IFKO1NyEILICbsnPJOQNh8lxCoozVF-fHxmFfZcJnwAWsZ8JJ4xw4kt-DGZdXyccnMGoZkZka8GPHZtMhXpx7rClEv9eq6Df6HkZrxpr2E4HNN-KH8I/s575/Screen%20Shot%202022-08-18%20at%2011.27.00.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="575" data-original-width="416" height="184" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjQYVDFtUP2c3Oq0isiEdlfHVc6OAqeS5ZqcMfCqgzgXaJec3A4qDzIkjiMLV9RKeI8IFKO1NyEILICbsnPJOQNh8lxCoozVF-fHxmFfZcJnwAWsZ8JJ4xw4kt-DGZdXyccnMGoZkZka8GPHZtMhXpx7rClEv9eq6Df6HkZrxpr2E4HNN-KH8I/w133-h184/Screen%20Shot%202022-08-18%20at%2011.27.00.png" width="133" /></a></div></h2><h2 style="font-family: "Helvetica Neue";"><span style="-webkit-font-kerning: none; font-weight: normal;">2010</span></h2><p></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">Facial recognition was <a href="https://www.dailymail.co.uk/news/article-1317520/School-installs-9k-facial-recognition-cameras-stop-students-turning-late.html"><span style="-webkit-font-kerning: none;">first used in UK schools</span></a>. Schools from Northamptonshire, Hertfordshire and Cambridgeshire used FR from September 2010 for registration. The FR system was ‘faceREGISTER’ supplied by Aurora Computer Services, now part of <a href="https://www.causeway.com/products/auroracs"><span style="-webkit-font-kerning: none;">Causeway</span></a>.</span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">Enquiries to the then Sir Christopher Hatton School, a comprehensive in Wellingborough, Northamptonshire, (<a href="https://www.hattonschool.org.uk"><span style="-webkit-font-kerning: none;">now an academy</span></a>) revealed that the system was scrapped after a few terms.</span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">Since this instance, FR was not used in UK schools until 2020.</span></p><p style="font-family: "Helvetica Neue"; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><br /><span style="-webkit-font-kerning: none; font-kerning: none;"></span></p><h2 style="font-family: "Helvetica Neue";"><span style="font-weight: normal;"><br /></span></h2><h2 style="font-family: "Helvetica Neue";"><span style="font-weight: normal;">2020</span></h2><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span><span style="-webkit-font-kerning: none; font-kerning: none; text-decoration: underline;"><a href="https://www.whatdotheyknow.com/request/769941/response/1880432/attach/html/3/Facial%20Recognition.docx.html">FR was trialled</a></span><span style="-webkit-font-kerning: none; font-kerning: none;"> in the summer term of 2020 at <a href="https://www.kingsmeadow.org.uk"><span style="-webkit-font-kerning: none;">Kingsmeadow Community College</span></a> for canteen payments. It was fully implemented in the Autumn term of that year. </span></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">The FR uses the School Information Management System (SIMS) photograph as a template.<br />
The students present their face at a scanner at the point of sale (POS) to pay for their food.</span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">The school is part of a pilot scheme and no funds were spent on the FR system.</span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">If students do not wish to participate the person at the POS can identify the child by their photograph.</span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">More information <a href="https://www.whatdotheyknow.com/body/kingsmeadow_community_comprehensive_school_gateshead"><span style="-webkit-font-kerning: none;">here</span></a>.</span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">FR supplied by <a href="https://www.crbcunninghams.co.uk"><span style="-webkit-font-kerning: none;">CRB Cunninghams</span></a>.</span></p><p style="font-family: "Helvetica Neue"; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><br /><span style="-webkit-font-kerning: none; font-kerning: none;"></span></p><p style="font-family: "Helvetica Neue"; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><br /></p><h2 style="font-family: "Helvetica Neue";"><span style="font-weight: normal;">2021</span></h2><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">CRB Cunninghams are <a href="https://news.sky.com/story/27-schools-in-england-using-facial-recognition-to-take-lunch-payments-12439330"><span style="-webkit-font-kerning: none;">supplying around 70 schools</span></a> with FR technology.</span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">In October North Ayrshire Council (NAC) implemented FR from CRB Cunninghams into 9 of its secondary schools. The technology last a week. It was suspended due to concerns from civil liberties groups and and parents. The ICO paused the technology to review its acceptability under Data Protection Act 2018 and GDPR.</span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">West Lothian Council (WLC) were <a href="https://www.whatdotheyknow.com/request/biometric_facial_recognition_use_2#incoming-1947239"><span style="-webkit-font-kerning: none;">planning on implementing FR</span></a> in their 11 secondary schools. In a January 2022 response to a Freedom of Information request they state, “<i>WLC had begun to consider cashless catering in secondary schools using facial recognition, but this has not been progressed</i>”</span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">It was unclear by the end of 2021 how many of the nearly 70 schools had gone ahead with their FR technology. David Swanston, managing director of CRB Cunninghams <a href="https://news.sky.com/story/27-schools-in-england-using-facial-recognition-to-take-lunch-payments-12439330"><span style="-webkit-font-kerning: none;">stated</span></a>, “<i>some schools had shown concerns about the system as a result of the reporting on the North Ayrshire schools and the company is planning on issuing a statement to reassure them next week.</i>” That statement to schools, as far as is known, never appeared on CRB Cunninghams website.</span></p><p style="font-family: "Helvetica Neue"; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><br /><span style="-webkit-font-kerning: none; font-kerning: none;"></span></p><p style="font-family: "Helvetica Neue"; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><br /></p><h2 style="font-family: "Helvetica Neue";"><span style="-webkit-font-kerning: none; font-weight: normal;">2022</span></h2><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi98LsBqcAxRFdS7MTb3CNkyO4pjz55WewN8rM21WRDx3EqIUTFtJ3WaWVI_PhVRESiG4m8c0Li-Da9l6dBE3WHQX8YX0NHi0WWn3MedQbD-9AMnBsxhfEjlvSLSZ9uFR7JbovsYV-gZel7dXn4q_008whVPBKlscA4ULObRY7Ow-Ms2vmJKr4/s479/Screen%20Shot%202022-08-18%20at%2012.39.58.png" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="320" data-original-width="479" height="227" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi98LsBqcAxRFdS7MTb3CNkyO4pjz55WewN8rM21WRDx3EqIUTFtJ3WaWVI_PhVRESiG4m8c0Li-Da9l6dBE3WHQX8YX0NHi0WWn3MedQbD-9AMnBsxhfEjlvSLSZ9uFR7JbovsYV-gZel7dXn4q_008whVPBKlscA4ULObRY7Ow-Ms2vmJKr4/w339-h227/Screen%20Shot%202022-08-18%20at%2012.39.58.png" width="339" /></a></div><b>March<span style="font-size: 11px;"> </span></b><span style="font-size: 11px;">- </span><span><a href="https://www.prnewswire.com/in/news-releases/viewsonic-s-myviewboard-sens-brings-uk-s-first-ai-powered-classroom-to-smestow-academy-896798309.html"><span style="-webkit-font-kerning: none;">PRNewswire reported</span></a><span> that </span><a href="https://www.google.com/search?client=safari&rls=en&q=Smestow+Academy&ie=UTF-8&oe=UTF-8"><span style="-webkit-font-kerning: none;">Smestow Academy</span></a><span>, in Wolverhampton, are using a brand new type of facial/bodily scanning of students to determine their wellbeing in the classroom… “<i>the first school in the UK to deploy the AI-powered </i></span><a href="https://myviewboard.com/products/sens/"><span style="-webkit-font-kerning: none; color: #00837e;"><i>myViewBoard Sens</i></span></a><span><i> analysis tool in the classroom.</i>” supplied by </span><a href="https://www.viewsonic.com/uk/"><span style="-webkit-font-kerning: none;">ViewSonic</span></a><span>.</span></span><div><br /><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">“<i>Through the real-time insights generated by the intelligent sensor, the school can ensure the classroom follows the wellness compliance, increase students' engagement, and facilitate a safe and active learning environment for the best possible learning outcome.</i>”</span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span><br /></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"></span></p><div class="separator" style="clear: both; text-align: center;"><span style="-webkit-font-kerning: none; font-kerning: none;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiu3jwtNmi2N-cQmz7q-htQtAZbdnbgeBJuukAAThFQaKN14H65lZIo4f3cSq-zmLAUKwwAEm05D9Mi2n6b7ERRmNXrTB7ODb_FKdDyxx-5pZ-SbfW0hSo6LJ2b_eXSzQbAbwGIcF-aqPtZRZOf6g-4WrGtkdU-NaDyRrDUVdnFx6sGd9lznZc/s562/Screen%20Shot%202022-08-18%20at%2012.40.41.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="80" data-original-width="562" height="46" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiu3jwtNmi2N-cQmz7q-htQtAZbdnbgeBJuukAAThFQaKN14H65lZIo4f3cSq-zmLAUKwwAEm05D9Mi2n6b7ERRmNXrTB7ODb_FKdDyxx-5pZ-SbfW0hSo6LJ2b_eXSzQbAbwGIcF-aqPtZRZOf6g-4WrGtkdU-NaDyRrDUVdnFx6sGd9lznZc/w320-h46/Screen%20Shot%202022-08-18%20at%2012.40.41.png" title="ttrewt" width="320" /></a></span></div><span style="-webkit-font-kerning: none; font-kerning: none;">Smestow Academy are working with <a href="https://www.intel.com/content/dam/develop/public/us/en/documents/viewsonic-case-study.pdf" target="_blank">Intel</a> and ViewSonic to develop “<b><i>experimental hybrid learning rooms</i></b>” within the academy - see 1 minute 59 seconds in this <span style="-webkit-font-kerning: none;"><a href="https://www.youtube.com/watch?v=Ogrwgi-y6O0">video</a> - c</span>reating a "<i><b><a href="https://www.intel.com/content/dam/develop/public/us/en/documents/viewsonic-case-study.pdf" target="_blank">software ecosystem</a></b></i>" to "<i><b>add facial-expression recognition and mood indexing to better respond to learners' needs based on non-verbal cues</b></i>"</span><p></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><br /><span style="-webkit-font-kerning: none; font-kerning: none;"><br /></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><b>April</b><span style="font-size: 11px;"> -</span><span><span> Biometric Update reported that </span><a href="https://www.stonyhurst.ac.uk"><span style="-webkit-font-kerning: none;">Stonyhurst College</span></a><span> would be implementing FR in 2023 which “<i>will have mobile and facial recognition with two-factor authentication to minimise occurrences of students and staff copying PINs</i>” for door access. The FR entry system is supplied by </span><a href="https://www.suprema-id.com/en/contents/index.php"><span style="-webkit-font-kerning: none;">Suprema</span></a><span>. A case study </span><a href="https://youtu.be/tEKrhyUaCec"><span style="-webkit-font-kerning: none; color: #3e51a5;">video</span></a><span> from Suprema ID showcases the company’s 50 biometric and mobile security reader devices in use at Stonyhurst College.</span></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">Suprema also provide <a href="https://wgs.org.uk"><span style="-webkit-font-kerning: none;">Wolverhampton Grammar School</span></a> with FR door access with an additional feature to <a href="https://www.youtube.com/watch?v=UKzRUPdogaU&list=PLhdNc5lHii_Srk2G4bYeKTaKFtZErG3Hf"><span style="-webkit-font-kerning: none;">read the body’s temperature</span></a>.</span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><br /></span></p><p style="font-family: "Helvetica Neue"; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none;"><b>June</b><span style="font-size: 11px;"> - </span><span><span>A parliamentary </span><a href="https://hansard.parliament.uk/lords/2022-06-06/debates/972198D1-6866-4D96-A80E-1D909E55DFEC/SchoolsBiometricTechnologies"><span style="-webkit-font-kerning: none;">House of Lords debate on Biometrics Technologies</span></a><span> on the use of FR in schools. </span><span style="-webkit-font-kerning: none;"><a href="https://members.parliament.uk/member/4333/contact">Lord Scriven</a> asks</span><span>: </span></span><br /><span style="font-size: 11px;"></span></span></p><blockquote>
“<b><i><span style="color: #0b5394;">Facial recognition technology is now used in classrooms to monitor children’s mood and engagement, despite some parents objecting. The biometric regulator has no powers to enforce compliance with the law in schools and the department does not even monitor the use of this technology. Why are the Government taking this approach, allowing private companies’ marketing departments to determine the parameters of our children’s civil liberties and privacy in the classroom?</span></i></b>”</blockquote><p></p><p style="font-family: "Helvetica Neue"; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none;"><b>July</b><span style="font-size: 11px;"> -</span><span><span> the Department for Education (DfE) issued </span><a href="https://www.gov.uk/government/publications/protection-of-biometric-information-of-children-in-schools"><span style="-webkit-font-kerning: none;">new guidance</span></a><span> on the use of biometric technologies in schools, with notable changes to include FR. Seemingly some types of FR are acceptable:</span></span></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none;"><span><br /></span></span></p></div><blockquote style="border: none; margin: 0px 0px 0px 40px; padding: 0px; text-align: left;"><div><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none;"><span>
“<i>Schools and colleges must establish that facial recognition is both necessary and proportionate within the school and college environment.</i>”... with no explanation from the DfE how FR could be necessary or proportionate in schools.</span></span></p></div><div><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none;"><span><br /></span></span></p></div><div><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">“<i>Live facial recognition is not appropriate in schools or colleges</i>.” (A tiddybiddy round of applause here I suppose). It appears the the DfE is deciding which biometrics are acceptable for use on children in schools when legislations, such as the Data Protection Act 2018 and GDPR, do not offer parameters of acceptable levels. </span></p></div></blockquote><div><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><br /></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">Other data regulators in the EU, under GDPR, have halted the use of FR and fingerprints scanners in schools, with fines issued to schools using biometric technology in Sweden, France, Bulgaria and Poland.</span></p><p style="font-family: "Helvetica Neue"; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><br /></span></p><p style="font-family: "Helvetica Neue"; font-size: 11px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><br /></span></p><p style="font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-family: "Helvetica Neue";"><b>August</b> <span style="font-size: 11px;">-</span><span style="font-size: x-small;"> </span><span>CRB Cunninghams removed a webinar, </span></span><span><span style="font-family: "Helvetica Neue";">detailing the learning capabilities of the FR system they are supplying to schools,</span><span style="-webkit-font-kerning: none;"><span style="font-family: Helvetica Neue;"><span> from their website and Vimeo. In the spirit of transparency for students and parents to make an informed decision on consent as to whether they participate in this FR technology, this is how students facial biometric data is used and processed - the</span></span></span><span face="Arial, Helvetica, sans-serif" style="caret-color: rgb(34, 34, 34); color: #222222;"> webinar </span><span style="font-family: "Helvetica Neue";">exists </span><a href="https://www.youtube.com/watch?v=YIQqS-elV7M&t=1278s" style="font-family: "Helvetica Neue";" target="_blank">here</a><span face="Arial, Helvetica, sans-serif" style="caret-color: rgb(34, 34, 34); color: #222222;">:</span></span></p><blockquote style="border: none; caret-color: rgb(34, 34, 34); color: #222222; font-family: Arial, Helvetica, sans-serif; margin: 0px 0px 0px 40px; padding: 0px;"><div><b><i><span><br /></span></i></b></div><div><span><b><i>"the idea with the third template is that this will be updated every 3 months"</i></b> 17mins 1s</span></div><div><span><b><i>"the algorithm grows with the child"</i></b> 17mins 20s</span></div><div><span><b><i>"the system will match that for you by constantly evolving the algorithm to match the child's growth and change of appearance"</i></b> 17mins 49s</span></div></blockquote><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><span><br /></span></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px; text-align: center;"><span style="-webkit-font-kerning: none; font-kerning: none;">----------------------------------------------------------</span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><br /></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">Our data regulator, the ICO, has yet to publish their opinion on schools processing students facial biometric data - or body movements to give emotional data to school leaders and Intel (if they even know about this?)</span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></span></p><p style="font-family: "Helvetica Neue"; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">Though I’m not sure how an opinion can be had on the use of biometric technology in schools when legislations explicitly detail how this technology should not be used with children when other less data intrusive systems will suffice - and less data intrusive systems do exist in a lot of UK schools... PINs, swipe cards, etc. And especially when other equivalent EU data regulators follow those legislations and do not hold opinions on the 'right or wrong biometrics' to be used with children.</span></p></div>Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-45567305665032673302022-05-11T08:33:00.008+00:002022-05-11T09:26:12.501+00:00State of Biometrics 2022 - a review of policy and practice in UK education<p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi56pR1Od5fAx2pPeGhioxRzmZ2RP5Oq6YGO4NWY0qiOzIbJBdf22kWaWxCOJrTV4teubQfgSzyTp_h_K87rIjCW3HJCSUQCuCue485t-iNkkoJNKuZnsihN1h-7T-nGmP-UgkYmVwAJN4bi6D_LSTCSCT_FJg0LaGinfnWFNiUAc42Lh4W-0E/s571/Screen%20Shot%202022-05-11%20at%2009.23.11.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="571" data-original-width="551" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi56pR1Od5fAx2pPeGhioxRzmZ2RP5Oq6YGO4NWY0qiOzIbJBdf22kWaWxCOJrTV4teubQfgSzyTp_h_K87rIjCW3HJCSUQCuCue485t-iNkkoJNKuZnsihN1h-7T-nGmP-UgkYmVwAJN4bi6D_LSTCSCT_FJg0LaGinfnWFNiUAc42Lh4W-0E/s320/Screen%20Shot%202022-05-11%20at%2009.23.11.png" width="309" /></a></div><br />I co-authored a report with Jen Persson from <a href="https://defenddigitalme.org" target="_blank">DefendDigitalMe</a>, <b>'<a href="https://defenddigitalme.org/research/state-biometrics-2022/" target="_blank">The State of Biometrics 2022</a> - a review of policy and practice in UK education'</b>, which was published last week. There is no collection, monitoring, record of biometric technology in schools held by any UK government department, regulator or commissioner so information in the report was obtained by Freedom of Information requests and research collated over the number of years I've been doing this blog.<p></p><p>There is definitely further research and questions to be answers and issues to be resolved following the publication. </p><p>Biometric technology has crept from school services, canteen, library, etc, into the classroom - where 'sensors' (cameras) now scrape data from children into a group view for teachers and management to gauge real time interest in lessons, engagement, attentiveness and emotion. This behavioural data capture is <a href="https://www.legislation.gov.uk/ukpga/2012/9/part/1/chapter/2/enacted" target="_blank">classed as biometric data</a> under the Protection of Freedoms Act, Chapter 2 (28)(2).</p><p>From <a href="https://www.prnewswire.com/in/news-releases/viewsonic-s-myviewboard-sens-brings-uk-s-first-ai-powered-classroom-to-smestow-academy-896798309.html" target="_blank">PRNewswire</a>:</p><blockquote>"<i><span style="font-family: inherit;"><a href="http://www.viewsonic.com/" rel="nofollow" style="-webkit-hyphens: auto; box-sizing: border-box; color: #00837e; overflow-wrap: break-word; text-decoration: none; word-break: break-word; word-wrap: break-word;" target="_blank">ViewSonic Corp.</a><span style="background-color: white; caret-color: rgb(55, 55, 55); color: #373737;">, a leading global provider of visual solutions, has partnered with the </span><a href="https://www.smestow.org/" rel="nofollow" style="-webkit-hyphens: auto; box-sizing: border-box; color: #00837e; overflow-wrap: break-word; text-decoration: none; word-break: break-word; word-wrap: break-word;" target="_blank">Smestow Academy</a><span style="background-color: white; caret-color: rgb(55, 55, 55); color: #373737;"> in </span><span class="xn-location" style="box-sizing: border-box; caret-color: rgb(55, 55, 55); color: #373737;">Wolverhampton, England</span><span style="background-color: white; caret-color: rgb(55, 55, 55); color: #373737;">, as the first school in the UK to deploy the AI-powered </span><a href="https://myviewboard.com/products/sens/" rel="nofollow" style="-webkit-hyphens: auto; box-sizing: border-box; color: #00837e; overflow-wrap: break-word; text-decoration: none; word-break: break-word; word-wrap: break-word;" target="_blank">myViewBoard Sens</a></span></i><span style="background-color: white; caret-color: rgb(55, 55, 55); color: #373737;"><span style="font-family: inherit;"><i> analysis tool in the classroom. Through the real-time insights generated by the intelligent sensor, the school can ensure the classroom follows the wellness compliance, increase students' engagement, and facilitate a safe and active learning environment for the best possible learning outcome</i>.</span><span face="Montserrat, Helvetica, Arial, sans-serif">"</span></span></blockquote><p> </p><p style="text-align: center;"><b style="color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px;">The Report in summary</b></p>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">The Protection of Freedoms Act 2012 and weak enforcement of data protection law are failing to protect millions of children from the normalisation of routine use of biometric data for everyday canteen and library transactions, and increasingly intrusive bodily surveillance in the classroom. </span></p>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px; min-height: 15px;"><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></p>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">Pupils in the UK are effectively guinea pigs in the use of emerging technology for companies from around the world, including facial recognition technology that has already been banned from schools in other countries.</span></p>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><br /></span></p><p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">Some companies claim that their products can measure mood and attentiveness, or use artificial intelligence to manage behaviour-based classroom planning. Some companies even claim to be able to detect autism without any child development expertise.</span></p>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px; min-height: 15px;"><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></p>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">How this normalisation and these emerging products may affect the full and free development of the child are yet to be seen.</span></p>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><br /></span></p><p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">The fast-growing uses of intrusive technology involving bodily data in educational settings worry child rights advocates and law makers alike. </span></p>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px; min-height: 15px;"><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></p>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">Lord Paul Scriven said, <i>“As parents you should be very worried and angry that private companies are seeking to make a profit from your child’s face, fingers, eyes and other personal characteristics while trying to pretend that it is all to aid their educational attainment. Where do we draw the line?”</i></span></p>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px; min-height: 15px;"><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></p>
<ul>
<li style="color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><b><i></i></b><span style="-webkit-font-kerning: none; background-color: white; font-kerning: none;"><b><i>Data from FOI requests to schools </i></b><i>(all UK) Our findings from enquiries to 550 schools with over a quarter of a million pupils in total, suggests that around three quarters of secondary schools are using fingerprint technology or other biometrics, and </i></span><span style="-webkit-font-kerning: none; background-color: white; color: #ff0099; font-kerning: none;"><i>where used, uptake is routinely 85%, or more where use is restricted to only certain year groups.</i></span></li></ul><ul>
<li style="color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><b><i></i></b><span style="-webkit-font-kerning: none; background-color: white; font-kerning: none;"><b><i>Despite the law requiring consent</i></b><i> </i></span><span style="-webkit-font-kerning: none; background-color: white; color: #ff0099; font-kerning: none;"><i>some schools in England are discriminating against children in receipt of Free School Meals (FSM)</i></span><span style="-webkit-font-kerning: none; background-color: white; font-kerning: none;"><i> by obliging them to use the fingerprint systems, and others make it obligatory for all pupils. (We are yet to quantify these issues and plan to continue further research.)</i></span></li></ul><ul>
<li style="color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><b><i></i></b><span style="-webkit-font-kerning: none; background-color: white; font-kerning: none;"><b><i>Emerging technologies, school trials and scope creep</i></b><i> including under COVID. Schools started using facial recognition more widely in 2020. At least one school got new facial recognition technology free, “as part of a trial”. Some schools combined entry access readers with thermal and facial detection. </i></span><span style="-webkit-font-kerning: none; background-color: white; color: #ff0099; font-kerning: none;"><i>Some are trialling “experimental” products including attentiveness and mood detection</i></span><span style="-webkit-font-kerning: none; background-color: white; font-kerning: none;"><i> that are unevidenced in their intended outcomes or in any unintentional effects on children’s behavioural and cognitive development in UK classrooms. Voice is rarely considered under school biometrics policies whereas fingerprint technology is now routine.</i></span></li></ul><ul>
<li style="color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><b><i></i></b><span style="-webkit-font-kerning: none; background-color: white; font-kerning: none;"><b><i>Lack of regulatory enforcement. </i></b><i>Six months after North Ayrshire schools in Scotland put their facial recognition rollout on pause, </i></span><span style="-webkit-font-kerning: none; background-color: white; color: #ff0099; font-kerning: none;"><i>there has been no visible ICO regulatory enforcement action. We include a latest position statement in the report.</i></span></li></ul><ul>
<li style="color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><b><i></i></b><span style="-webkit-font-kerning: none; background-color: white; font-kerning: none;"><b><i>Large multinational companies</i></b><i> have bought out the originally small school biometrics suppliers and many significant </i></span><span style="-webkit-font-kerning: none; background-color: white; color: #ff0099; font-kerning: none;"><i>UK school providers are owned in the US, Canada and Israel.</i></span></li></ul><ul>
<li style="color: #ff0099; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="color: #1d2228;"><b><i></i></b></span><span style="-webkit-font-kerning: none; background-color: white; color: #1d2228; font-kerning: none;"><b><i>Parents’ survey findings </i></b><i>(2018) Survation polled 1,004 parents with children in state schools on behalf of defenddigitalme about their experience of technology in schools.</i></span><span style="-webkit-font-kerning: none; background-color: white; font-kerning: none;"><i> Over a third of parents (38%) whose children were using biometrics in school, said they had not been offered any choice despite the law that requires parental consent, the Protection of Freedoms Act 2012, and over 50% of parents had not been informed how long their child’s fingerprints or other biometric data is retained or when the data would be destroyed.</i></span></li>
</ul>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px; min-height: 15px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><i></i></span><br /></p>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">Professor Fraser Sampson, Commissioner for the Retention and Use of Biometric Material and Surveillance Camera Commissioner and author of the report foreword, suggests there is inadequate oversight of school procurement among wide ranging comments. <i>“Some – including, surprisingly, the Department for Education – appear to have taken the view that bare compliance with Chapter 2 of the Act is all that is required to ensure the lawful, ethical and accountable use of biometric surveillance in schools.” He asks five key questions of practice in schools: Who's benefiting? Who's watching? Whose company are you keeping? Where's the push? And, Why the rush?</i></span></p>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><br /></span></p><p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">There are no UK national requirements for any quality or health and safety standards of biometric or AI technology when used by state schools, and no oversight or record of what is used where.</span></p>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><br /></span></p><p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">Current legislation is ineffective in protecting children’s and students’ rights in educational settings from age 2-25 and change is needed now. defend digital me is calling for a ban on biometric systems in educational settings.</span></p>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><br /></span></p><p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">Authors: Pippa King and Jen Persson</span></p>
<p style="background-color: white; color: #1d2228; font-family: "Helvetica Neue"; font-size: 13px; font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;">Artwork: Hannah Mallory</span></p><div><span style="-webkit-font-kerning: none; font-kerning: none;"><br /></span></div>Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-84806885687921249182022-01-10T13:32:00.005+00:002022-04-11T15:19:41.310+00:00Update on facial recognition in UK schools<p><span style="font-family: inherit;">Since 2000 biometrics deployed in UK schools are/have been - fingerprinting, facial recognition, iris scanning and infrared palm scanning.</span></p>
<p style="font-stretch: normal; line-height: normal; margin: 0px; min-height: 13px;"><span style="font-family: inherit;"><span style="-webkit-font-kerning: none; font-kerning: none;"><b></b></span><br /></span></p>
<p style="font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><b><span style="font-family: inherit;"><a href="https://www.gov.uk/government/organisations/department-for-education" target="_blank">Department of Education</a> and the <a href="https://ico.org.uk" target="_blank">Information Commissioner's Office</a></span> (ICO)</b></span></p>
<ul>
<li style="font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><span style="font-family: inherit;">Do not list any schools using facial recognition (or any other type of biometric, i.e. fingerprint)</span></span></li>
<li style="font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><span style="font-family: inherit;">Have not had any communication with companies that supply facial recognition in schools</span></span></li>
<li style="font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><span style="font-family: inherit;">Have not issued any advice to educational establishments with reference to the use of facial recognition</span></span></li>
<li style="font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><span style="font-family: inherit;">Have not logged any instances of violations of the Protection of </span>Freedoms<span style="font-family: inherit;"> Act 2012, <a href="https://www.legislation.gov.uk/ukpga/2012/9/part/1/chapter/2/enacted" target="_blank">Chapter 2</a> - consent to use of a child’s biometric data</span></span></li>
<li style="font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><span style="font-family: inherit;">Have not ever seen biometric hardware or software that are being used in schools</span></span></li>
</ul><div>Evidence for this has come from Freedom of Information requests.</div><div><br /></div>
<p style="font-stretch: normal; line-height: normal; margin: 0px; min-height: 13px;"><span style="font-family: inherit;"><span style="-webkit-font-kerning: none; font-kerning: none;"><b></b></span><br /></span></p>
<p style="font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><b><span style="font-family: inherit;">Biometrics Commissioners (and </span>Surveillance<span style="font-family: inherit;"> Camera Commissioner)</span></b></span></p>
<ul>
<li style="font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><span style="font-family: inherit;">Have no jurisdiction with regards to children's biometrics, use and processing in education </span></span></li>
</ul>
<p style="font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span style="font-family: inherit;"><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></span></p>
<p style="font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><b><span style="font-family: inherit;">Children’s Commissioners UK</span></b></span></p>
<ul>
<li style="font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><span style="font-family: inherit;">Have no jurisdiction with regards to children biometrics, use and processing in education </span></span></li>
</ul>
<p style="font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span style="font-family: inherit;"><span style="-webkit-font-kerning: none; font-kerning: none;"></span><br /></span></p>
<p style="font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><b><span style="font-family: inherit;">Legislation - Protection of Freedoms Act Chapter 2, Data Protection 2018 and GDPR</span></b></span></p>
<ul>
<li style="font-stretch: normal; line-height: normal; margin: 0px;"><span style="-webkit-font-kerning: none; font-kerning: none;"><span style="font-family: inherit;">Why does the ICO not enforce or rule as other EU countries (<a href="https://iapp.org/news/a/cnil-bans-high-school-facial-recognition-programs/" style="color: #4d469c; font-family: Arial, Tahoma, Helvetica, FreeSans, sans-serif; font-size: 13px; text-decoration: none;" target="_blank">France</a><span face="Arial, Tahoma, Helvetica, FreeSans, sans-serif" style="background-color: white; caret-color: rgb(68, 68, 68); color: #444444; font-size: 13px;">, </span><a href="https://edpb.europa.eu/news/national-news/2019/facial-recognition-school-renders-swedens-first-gdpr-fine_en" style="color: #4d469c; font-family: Arial, Tahoma, Helvetica, FreeSans, sans-serif; font-size: 13px; text-decoration: none;" target="_blank">Sweden</a>, <a href="https://www.cpdp.bg/?p=element_view&aid=2261" target="_blank">Bulgaria</a><span face="Arial, Tahoma, Helvetica, FreeSans, sans-serif" style="background-color: white; caret-color: rgb(68, 68, 68); color: #444444; font-size: 13px;"> and </span><a href="https://edpb.europa.eu/news/national-news/2020/fine-processing-students-fingerprints-imposed-school_en" style="color: #4d469c; font-family: Arial, Tahoma, Helvetica, FreeSans, sans-serif; font-size: 13px; text-decoration: none;" target="_blank">Poland</a>) have done on the use of biometrics in schools?</span></span></li>
</ul>
<p style="font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span style="font-family: inherit;"><br /></span></p><p style="font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span style="font-family: inherit;">What is the point of having legislation,</span><span style="font-family: inherit;"> if legislation is not being used or at least monitored for compliance?</span></p><p style="font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span style="font-family: inherit;"><br /></span></p><p style="font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span style="font-family: inherit;">Why has the use of </span>children's<span style="font-family: inherit;"> </span>biometrics<span style="font-family: inherit;"> slipped through the net of every single g</span>overnment department, various commissioners and an information regulator, ICO, which is meant to scrutinise the use of data - e<span style="font-family: inherit;">specially when this involves children’s data, with a use of technology that adults do not routinely use?</span></p><p style="font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span style="font-family: inherit;"><br /></span></p><p style="font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><span style="font-family: inherit;">For over two decades now - biometrics in schools - there should be no excuses of this neglect of </span>responsibility.<span style="font-family: inherit;"> An </span>immediate duty in this needs to be allocated to at least one of the above positions and organisations - the fact this has never been done is disgraceful. </p><p style="font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;"><br /></p><p style="font-stretch: normal; line-height: normal; margin: 0px; min-height: 12px;">The ICO has yet to rule on the use of facial recognition by North Ayrshire Council, I await with interest its decision (if it is capable of making one).</p><div><span style="-webkit-font-kerning: none; font-kerning: none;"><br /></span></div>Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-37292956701447130782021-10-19T11:11:00.008+00:002021-10-19T12:48:59.861+00:00North Ayrshire Council's FOI responses...<p>I asked a <a href="https://www.whatdotheyknow.com/request/biometric_facial_recognition_use#outgoing-1197977" target="_blank">Freedom of Information request</a> (FOIR) to North Ayrshire Council (NAC) and got a response <a href="https://www.whatdotheyknow.com/request/787724/response/1886816/attach/html/11/Request%20101003953019.docx.html" target="_blank">here</a>. It warrants further investigation on a few issues. Consent. Data Protection Impact Assessment. Cost and claims NAC make of the system to speed up lunch lines and being 'Covid safe'.</p><p><b><br /></b></p><p><b>Consent</b>. I have touched on this before but I am curious as to who is determining the age of the ability of the child to consent to using their facial biometrics to pay for food. In England and Wales where a school wants to take and process a school's biometric, for any child under 18, parental consent is required by <a href="https://www.legislation.gov.uk/ukpga/2012/9/part/1/chapter/2/enacted" target="_blank">legislation</a>. </p><p>In NAC it seems there was a debate on consent... 12 or 14? Consideration, though I can't see how this marries up, was that 12 year olds can withhold data on what they eat to their parents therefore they can consent to having their biometrics used. Am I thick, because I'm not connecting this reasoning up??</p><p>But somehow, it appears from advice from the supplier, that in other schools they have opted for 14 - why? ...we don't know - but it's quicker and easier to facial scan kids who can give consent themselves than wait for parents to consent apparently. See below communications sent to me via <a href="https://www.whatdotheyknow.com/request/biometric_facial_recognition_use#incoming-1886841" target="_blank">FOIR response</a>:</p><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhBY75DQZp60bY-zKlblaPdwMFqIPgcVpD2qx7imdm6W3o7c7mnE1KMCE-66YNACSeMIl2uef1J5wAYGmO-ikXrXtVDOAVVJW4u0ST4TiIcO6nHulOY9arMJPqws3VN6AzDb6_vpg/s603/Screen+Shot+2021-10-19+at+09.41.14.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="91" data-original-width="603" height="100" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhBY75DQZp60bY-zKlblaPdwMFqIPgcVpD2qx7imdm6W3o7c7mnE1KMCE-66YNACSeMIl2uef1J5wAYGmO-ikXrXtVDOAVVJW4u0ST4TiIcO6nHulOY9arMJPqws3VN6AzDb6_vpg/w669-h100/Screen+Shot+2021-10-19+at+09.41.14.png" width="669" /></a><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiIOrWUXzVWk0iB13JIp46fguJtTHquJaq0gpXyd8jukHge66QlbKguEjouc8RRGC4gLGQequNRHAZWMlVRZ8x14p1hoZFpepFX0jHvIZMJk2wVFiG33dBo7rg8LReC15FKFCas3A/s601/Screen+Shot+2021-10-19+at+11.31.38.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="36" data-original-width="601" height="42" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiIOrWUXzVWk0iB13JIp46fguJtTHquJaq0gpXyd8jukHge66QlbKguEjouc8RRGC4gLGQequNRHAZWMlVRZ8x14p1hoZFpepFX0jHvIZMJk2wVFiG33dBo7rg8LReC15FKFCas3A/w700-h42/Screen+Shot+2021-10-19+at+11.31.38.png" width="700" /></a></div></div><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi16dibJEakNsAgDIScG1Ti8n-5Kr1FnZyHopGPXa1QGXcX0NfaeHJjE8NUnSrTy-GqLpMIgJPYtzWevEeCyVH5qXfOvMt0LVc8tZGdbsddoxgRbStIx0BB2kXMKK3xF2FpfTltdA/s594/Screen+Shot+2021-10-19+at+09.41.23.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="82" data-original-width="594" height="92" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi16dibJEakNsAgDIScG1Ti8n-5Kr1FnZyHopGPXa1QGXcX0NfaeHJjE8NUnSrTy-GqLpMIgJPYtzWevEeCyVH5qXfOvMt0LVc8tZGdbsddoxgRbStIx0BB2kXMKK3xF2FpfTltdA/w672-h92/Screen+Shot+2021-10-19+at+09.41.23.png" width="672" /></a></div><p>I was interviewed this morning on BBC Radio Scotland about consent, NAC are saying that they have a 97% uptake. I bet they do, children when asked for consent is simply invalid due to it not being able to be freely given due to the power of imbalance between the school and family, not wanting to be different and peer pressure. </p><p>And how do parents and children differentiate between the finer nuances of facial recognition essentially taken from a still photograph (FR), live facial recognition (LFR) taken from live video feeds and retrospective facial recognition (RFR) from non live video records? Parliament can barely eek this out privacy wise so how on earth can a child or parent without some hours research on the topic?</p><p>If parents and children could read the <a href="https://www.whatdotheyknow.com/request/biometric_facial_recognition_use#incoming-1886816" target="_blank">Data Protection Impact Assessment</a> (DPIA) done on the system, all 16 pages of it with redactions about data sharing, they might not be so keen to use facial recognition.</p><p>But BBC Radio Scotland said, the 'kids and parents like it'. Erm, so what? Biometric technology used by children has been discussed in UK Parliament and at EU level and its deemed in legislations, DPA 2018 and GDPR, to be unlawful. There are lots of things we 'like' and some are legislated against for good reason where minors are involved.</p><p>Although only EU regulators have responded to schools using facial recognition and fingerprints to ban it and fine the schools using biometrics in <a href="https://iapp.org/news/a/cnil-bans-high-school-facial-recognition-programs/" target="_blank">France</a>, <a href="https://edpb.europa.eu/news/national-news/2019/facial-recognition-school-renders-swedens-first-gdpr-fine_en" target="_blank">Sweden</a> and <a href="https://edpb.europa.eu/news/national-news/2020/fine-processing-students-fingerprints-imposed-school_en" target="_blank">Poland</a>. </p><p>Why isn't our regulator, the <a href="https://ico.org.uk" target="_blank">Information Commissioners Office</a> doing this? A good question that I hope will be resolved soon enough.</p><p><b><br /></b></p><p><b>Data Protection Impact Assessment</b> - as I mentioned earlier, parts on data sharing are redacted. In order for full transparency I believe with such a new technology, potentially being unlawfully used, we should see exactly how it is being used.</p><p><b><br /></b></p><p><b>Cost and claims</b> - again <a href="https://www.whatdotheyknow.com/request/787724/response/1886847/attach/3/supplier%20re%20cashless%20CateringOnline%20payments%20orders%2021072021.jpg?cookie_passthrough=1" target="_blank">redacted</a>. This is our tax payers money, we should have a right to know under Freedom of information.</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjlZiEr6DUbeunm02qbK5ePypv02BXctF0TnywanmW4Is5rB_LUVYL2YVTSZp_uI6PQU_G-0G-hMVZdXIfFwfmU8gSIvmZD4tJy1Ik34T5yRuGmITj5tcaS7ZPqX9q6EHP91biBtw/s332/Screen+Shot+2021-10-19+at+09.45.33.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="121" data-original-width="332" height="117" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjlZiEr6DUbeunm02qbK5ePypv02BXctF0TnywanmW4Is5rB_LUVYL2YVTSZp_uI6PQU_G-0G-hMVZdXIfFwfmU8gSIvmZD4tJy1Ik34T5yRuGmITj5tcaS7ZPqX9q6EHP91biBtw/s320/Screen+Shot+2021-10-19+at+09.45.33.png" width="320" /></a></div><div class="separator" style="clear: both; text-align: left;"><br /></div>Justification of using FR to 'speed' up lunch lines and covid safe - I think I'd like to see a cost benefit analysis on this 'speed' claim in comparison to the older system and see some statistics on this. How many seconds are the schools going to save and what will they do with the new found time in the school day?<div><br /></div><div>Same with the covid safe claim, it maybe is who knows? (I did think because of kids wearing masks that this was an aerosol transmission...?)</div><div><br /></div><div>A new FOIR with further questions is <a href="https://www.whatdotheyknow.com/request/more_details_on_the_facial_recog#outgoing-1216403" target="_blank">here</a>.<br /><p><br /></p></div>Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com2tag:blogger.com,1999:blog-35796774.post-53525697075812187032021-10-01T11:32:00.009+00:002021-10-20T19:59:26.791+00:00What is the current situation with facial recognition in UK schools?<p>This situation with facial recognition technology use in UK schools is unknown, as is the case for the amount of schools using pupils biometric fingerprints. </p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiW-VhebrbEB-TViSe-G4zDDjqfmXzYerEdNpoJ_noxVG-M0vem-3r2WEJK7mu92MuoHDiV53FpG3RT88YU-UTZfMRr4ymb5pIRtM74WiRAZWkGTKUlf395uZfj7EwxLJBbHKGXPg/s439/Screen+Shot+2021-10-01+at+11.25.53.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="414" data-original-width="439" height="302" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiW-VhebrbEB-TViSe-G4zDDjqfmXzYerEdNpoJ_noxVG-M0vem-3r2WEJK7mu92MuoHDiV53FpG3RT88YU-UTZfMRr4ymb5pIRtM74WiRAZWkGTKUlf395uZfj7EwxLJBbHKGXPg/w320-h302/Screen+Shot+2021-10-01+at+11.25.53.png" width="320" /></a></div>Using the Freedom of Information Act and catching the media on this as it happens seems to be the only way to see how this technology is being rolled out, as schools are under no obligation to inform the <a href="https://ico.org.uk" target="_blank">Information Commissioner's Office</a> (ICO), who oversees the <a href="https://www.gov.uk/data-protection" target="_blank">Data Protection Act (DPA) 2018</a> and the <a href="https://gdpr-info.eu" target="_blank">General Data Protection Regulations</a> (GDPR), that they are taking and processing children's biometric data.<p></p><p>As of this week it appears that <a href="https://www.north-ayrshire.gov.uk/news/Changes-coming-in-October-2021-to-catering-and-school-payment-IT-systems.aspx?fbclid=IwAR0TWdoj0mlM5u9AH51nEZTfHZrqkGLqB-N5JzPVtY-1hrh2IwzTUXXncSE" target="_blank">North Ayrshire Council</a>, Scotland, are in the process of implementing facial recognition in to its 9 high schools and West Lothian Council, also in Scotland, are looking at introducing facial recognition technology in its 11 high schools - a total of approximately 20,000 students.</p><p>In England there are:</p><p><a href="https://www.kingsmeadow.org.uk" target="_blank">Kingsmeadow Community Comprehensive School</a>, Gateshead</p><p><a href="https://www.theboltonnews.co.uk/news/19594539.canon-slade-school-first-north-west-bring-facial-recognition-technology/" target="_blank">Canon Slade CofE School</a>, Bolton</p><p><a href="https://www.murraypark.derby.sch.uk" target="_blank">Murray Park Community School</a>, Derby <span style="font-family: inherit;"> </span><span style="background-color: white;"><span style="color: red;"><span style="font-family: inherit;">- Update 20/10/21: I have been contacted by Realsmart who have stated, "</span><i style="caret-color: rgb(15, 20, 25); font-family: inherit; font-size: 15px; white-space: pre-wrap;"><b>Realsmart do not provide any systems that work with biometrics</b></i><span style="font-family: inherit;"><span style="caret-color: rgb(15, 20, 25); font-size: 15px; white-space: pre-wrap;">". </span><span style="caret-color: rgb(15, 20, 25); white-space: pre-wrap;"><span style="font-family: inherit;"> I welcome </span></span><span style="caret-color: rgb(15, 20, 25); white-space: pre-wrap;">more clarification</span> on this and will post accordingly<span style="caret-color: rgb(15, 20, 25); white-space: pre-wrap;">. </span></span></span></span></p><p><a href="http://www.lpgs.bromley.sch.uk" target="_blank">Langley Park School for Girls</a>, Beckenham</p><p>...another 5,000 students and I suspect there are quite a few more schools too.</p><h3 style="text-align: left;"><br /></h3><h3 style="text-align: left;">Consent and Legalities</h3><div><b><br /></b></div><div><b>England and Wales</b> - explicit consent from parents must be sought for a school to take and process a child's biometric, which was, up to now, mainly in the form of a fingerprint template, this now however extends to photographs used for a facial recognition system. This is law and the legislation covering a schools obligation to gain consent is in the <a href="https://www.legislation.gov.uk/ukpga/2012/9/part/1/chapter/2/enacted" target="_blank">Protection of Freedoms Act 2012</a> (PoFA).</div><div><br /></div><div>Both parents need to consent and so does the child. Any child or parent not consenting overrules the consent of a parent that does consent. An alternative to the biometric system must also be provided and this alternative option should be made aware to the parent/s child - see page 10 of the governments '<a href="https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/692116/Protection_of_Biometric_Information.pdf" target="_blank">Protection of biometric information of children in schools and colleges</a>' advice to schools.</div><div><br /></div><div><b>Scotland and Northern Ireland</b> - here the PoFA 2012 does not apply. Scottish schools have tended to ask for consent in line with the PoFA but recently seem to have taken it upon themselves, from exactly whose advice is unknown at this time, to presume that S1-S3 pupils need parental consent and S4-S6 pupils can consent themselves. See North Ayrshire's consent forms <a href="https://www.whatdotheyknow.com/request/787724/response/1886816/attach/html/10/Parent%20Facial%20Recognition%20Consent%20Form.docx.html" target="_blank">S1-S3</a> and <a href="https://www.whatdotheyknow.com/request/787724/response/1886816/attach/html/12/S4%20S6%20Facial%20Recognition%20Consent%20Form.docx.html" target="_blank">S4-S6</a>. </div><div><br /></div><div>S4 students are 14/15 years old, under PoFA no student under the age of 18 can consent to their biometrics being processed by schools.</div><div><br /></div><div>However, this consent process becomes redundant as indications from Europe show that facial recognition in schools is in direct contravention of the EU legislation GDPR. Rulings against using facial recognition in schools has been acknowledged by our UK ICO in their June 2021 report, page 22, '<a href="https://ico.org.uk/media/2619985/ico-opinion-the-use-of-lfr-in-public-places-20210618.pdf" target="_blank">The use of live facial recognition technology in public places</a>':</div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhFxS0i9iSshUQf76aR-g33O5NbwQkglSr7VGtGAnleWVY4ffIR77fo4-gRiuPQHLDxsarFPwiMdk6Hx3Enp4I8WHt8-psWtKrV3k3uSSSp8ff5VFBYWm5iOoa4kJZRyODbtBOLmQ/s591/Screen+Shot+2021-10-01+at+11.59.15.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="450" data-original-width="591" height="490" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhFxS0i9iSshUQf76aR-g33O5NbwQkglSr7VGtGAnleWVY4ffIR77fo4-gRiuPQHLDxsarFPwiMdk6Hx3Enp4I8WHt8-psWtKrV3k3uSSSp8ff5VFBYWm5iOoa4kJZRyODbtBOLmQ/w640-h490/Screen+Shot+2021-10-01+at+11.59.15.png" width="640" /></a></div><div class="separator" style="clear: both; text-align: center;"><br /></div><div class="separator" style="clear: both; text-align: left;">The report went on to state that:<span style="font-family: inherit;"> <i><b>"T</b></i><span style="font-size: 11pt;"><i style="font-weight: bold;">he research found support for the government imposing restrictions on the use of FRT </i>[facial recognition technology]<i style="font-weight: bold;"> by the police (55%) and in schools (68%). The Ada Lovelace Institute recommends a voluntary pause on the sale of FRT to enable public engagement and consultation to take place." </i>...in which case why are UK schools spending tax payers money on this legally questionable technology?</span></span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-size: 11pt;"><i style="font-weight: bold;"><span style="font-family: inherit;"><br /></span></i></span></div><div class="separator" style="clear: both; text-align: left;"><span><span style="font-family: inherit;"><span style="font-size: 14.666666984558105px;">The legalities of facial recognition in UK schools is unknown. We are still subject to the EU GDPR and under that facial recognition use in schools has been in contravention of the strict use of biometrics with minors that the EU Act cites. </span></span></span></div><div class="separator" style="clear: both; text-align: left;"><span><span style="font-family: inherit;"><span style="font-size: 14.666666984558105px;"><br /></span></span></span></div><div class="separator" style="clear: both; text-align: left;"><span><span style="font-family: inherit;"><span style="font-size: 14.666666984558105px;">Our ICO appears unable to answer what communications they have had with educational </span></span><span style="font-size: 14.666666984558105px;">establishments or companies supplying facial recognition to schools. A recent of Freedom of Information on this was refused on 30th September 2021, citing Section 12, exceeding costs and time - I am hopeful there may be a disclosure of some information though - <a href="https://www.whatdotheyknow.com/request/facial_recognition_in_education" target="_blank">see here</a></span><span style="font-family: inherit;"><span style="font-size: 14.666666984558105px;">.</span></span></span></div><div class="separator" style="clear: both; text-align: left;"><span><span style="font-family: inherit;"><span style="font-size: 14.666666984558105px;"><br /></span></span></span></div><div class="separator" style="clear: both; text-align: left;"><span><span style="font-family: inherit;"><span style="font-size: 14.666666984558105px;">See <a href="https://www.whatdotheyknow.com/user/pippa_king/requests" target="_blank">WhatDoTheyKnow for Freedom of Information requests</a> on this topic.</span></span></span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-family: Verdana; font-size: 11pt;"><br /></span></div><br /><div><br /></div><div><br /></div><div><br /></div><p><br /></p>Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-84052031470510611072021-09-27T15:56:00.008+00:002021-10-20T20:22:57.404+00:00Facial recognition arrives in UK schools<p>Facial recognition is emerging in UK schools for canteen payments. The <a href="https://www.theboltonnews.co.uk/news/19594539.canon-slade-school-first-north-west-bring-facial-recognition-technology/" target="_blank">promise of the technology</a> is "<i><b>to keep pupils safe from allergies and keep the school Covid secure</b></i>" and to speed up lunch lines, reducing times from however many seconds it was before, to only <a href="https://www.crbcunninghams.co.uk/news/crb-cunninghams-launch-facial-recognition-to-uk-schools" target="_blank">5 seconds per pupil</a> 'serve time' with facial recognition technology. This new biometric technology is, according to the <a href="https://www.crbcunninghams.co.uk/news/crb-cunninghams-launch-facial-recognition-to-uk-schools" target="_blank">Business Manager</a> at <a href="https://www.kingsmeadow.org.uk" target="_blank">Kingsmeadow School</a> in Gateshead:</p><blockquote> "<b>...just fast! Better than fingerprints</b>"</blockquote><p>The fortuitous supplier of the emerging facial recognition technology is <a href="https://www.crbcunninghams.co.uk/news/home" target="_blank">CRB Cunninghams</a>.</p><p>Gosh, even faster than fingerprints! Wasn't that one of the main reasons to introduce biometric technology two plus decades ago? Because pupils can't forget a thumb but can forget a 4 digit pin or swipe card, hence a thumb on a scanner is faster, right? Epic fail fingerprint technology - you're obviously just not fast enough. (Erm... if students can forget a 4 digit PIN what hope have they of passing any exams if their memory is that bad! Anyway...)</p><p>Then is there is the 'Covid secure' reason. No need to touch anything at the point of sale. But then a swipe card ticks those boxes too. The facial recognition technology even works with a <a href="https://www.crbcunninghams.co.uk/news/crb-cunninghams-launch-facial-recognition-to-uk-schools" target="_blank">mask/face covering</a>... but then so does a PIN or a swipe card. Plus the hundreds of students passing through a lunch line will have walked through school corridors, placing their hands on the corridor swing doors to get to the dining hall, etc, so I'm not sure the 'Covid secure' reason stacks up.</p><p>Then there's the old bullying issue. According to Ed Tech providers of cashless catering systems, cash in schools = bullying issues. Well, if that happens the school must sort it out. Having cashless catering systems in schools won't solve any bullying issues. As one <a href="https://www.reddit.com/r/AskUK/comments/pcojti/facial_recognition_in_schools_scotland/" target="_blank">Reddit user asks</a> '<i><b>how can the computer tell if the person isn't being held there by a bully</b></i>'? Good question.</p><h2 style="text-align: left;">History</h2><p>According to <a href="https://www.the-educator.org/education-technology-provider-launches-first-facial-recognition-software-to-uk-secondary-schools/" target="_blank">this article</a>, describing CRB Cunninghams recent introduction of facial recognition to school lunch lines, "<i>CRB Cunninghams have used biometric data since 2008 on the cashless catering system</i>". Erm not quite so. Cunninghams have been supplying fingerprint biometric systems to schools in Angus, Scotland, since 1999 according to a Freedom of Information request (FOIR) answer from Angus Council. As far as is known, this the first use of biometric technology with children in schools in the UK, Europe, USA, Canada, and the western world.</p><p>Angus Council FOIR response, September 2018:</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjkxHQ458kIzFZE4phO5n7O7QoCwwxYyu7m5hp6ZQk0id5yPQ91CMqRguOKEOPSHO4go4w4DVfpVG88gF3jWRQmAO_Z4DsTQyrJJwQHtSmpBTzJ1g97WZYVY7zFCIOtyFQ0U_-8Mg/s648/Screen+Shot+2021-09-27+at+15.47.17.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="116" data-original-width="648" height="89" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjkxHQ458kIzFZE4phO5n7O7QoCwwxYyu7m5hp6ZQk0id5yPQ91CMqRguOKEOPSHO4go4w4DVfpVG88gF3jWRQmAO_Z4DsTQyrJJwQHtSmpBTzJ1g97WZYVY7zFCIOtyFQ0U_-8Mg/w499-h89/Screen+Shot+2021-09-27+at+15.47.17.png" width="499" /></a></div><p>Cunninghams introduced biometric technology in schools 22 years ago, before the technology was being used anywhere else regularly in society. Now it's seems they are at the forefront today pioneering facial recognition technology. </p><p>Lucky Cunninghams, first for both biometric fingerprint and now commercially viable biometric facial recognition technology for kids in schools. Though by no means the only supplier now. </p><p><a href="https://innovate2020.cashlessschool.co.uk" target="_blank">Innovate</a>, supplying <a href="http://www.lpgs.bromley.sch.uk" target="_blank">Langley Park School for Girls</a> in Bromley. </p><p><a href="http://www.canon-slade.bolton.sch.uk" target="_blank">Canon Slade School</a> <a href="http://www.canon-slade.bolton.sch.uk/wp-content/uploads/2021/06/Facial-Recognition-parental-flyer.pdf" target="_blank">Parent Facial Recognition Pdf</a> in Bolton using Cunninghams, and <a href="https://www.murraypark.derby.sch.uk/parents/lunchtime-arrangements/" target="_blank">Murray Park Community School</a> <a href="https://cdn.realsmart.co.uk/murraypark/uploads/2021/07/09114111/Facial-Recognition-parental-flyer.pdf" target="_blank">Parent Facial Recognition Pdf</a> in Derby using Realsmart <span style="caret-color: rgb(255, 0, 0); color: red; font-family: inherit; font-size: 13px;">- Update 20/10/21: I have been contacted by Realsmart who have stated, "</span><i style="caret-color: rgb(15, 20, 25); color: red; font-family: inherit; font-size: 15px; white-space: pre-wrap;"><b>Realsmart do not provide any systems that work with biometrics</b></i><span style="caret-color: rgb(255, 0, 0); color: red; font-family: inherit; font-size: 13px;"><span style="caret-color: rgb(15, 20, 25); font-size: 15px; white-space: pre-wrap;">". </span><span style="caret-color: rgb(15, 20, 25); white-space: pre-wrap;"><span style="font-family: inherit;"> I welcome </span></span><span style="caret-color: rgb(15, 20, 25); white-space: pre-wrap;">more clarification</span> on this and will post accordingly</span><span style="caret-color: rgb(15, 20, 25); color: red; font-family: inherit; font-size: 13px; white-space: pre-wrap;"> </span></p><p>I stated <i>commercially viable</i> earlier, as facial recognition was <a href="https://www.dailymail.co.uk/news/article-1317520/School-installs-9k-facial-recognition-cameras-stop-students-turning-late.html" target="_blank">trialled in 2010 in ten UK schools</a> by Aurora, for registration purposes, in Northamptonshire, Cambridgeshire and Hertfordshire. It was quickly ditched as it just wasn't fit for purpose. Clearly the technology has matured and is now deemed fit for use on children in schools.</p><h2 style="text-align: left;">Legalities and consent</h2><p>Well, this is where it gets interesting and complex and warrants another post really but for a quick view see <a href="https://pippaking.blogspot.com/p/facial-recognition.html" target="_blank">here</a>. I'll expand on this more in another post.</p><p></p>Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-64199792639581014682020-10-02T14:12:00.003+00:002020-10-02T14:18:14.198+00:00Increase with online learning may need student's biometric data<p><span style="font-family: arial;">With the increase of online learning the importance of verifying which student is sat in front of the screen, completing work, becomes a salient issue. </span></p><p><span style="font-family: arial;"></span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-family: arial;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhd-hudCMxuiIUQBk9Ll8ep8THKwg1OtKGSWmKKYO66rSoomvtl8CLtbW8VCrGYiBOKn3jgjyLEKW6Cb2GtcffD5MeFlG73lyzqxa0h2eWT3rgHEH53rGAahSuT5377eWjdnWD4CA/s976/_108503263_gettyimages-968062546-1.jpg" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="549" data-original-width="976" height="181" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhd-hudCMxuiIUQBk9Ll8ep8THKwg1OtKGSWmKKYO66rSoomvtl8CLtbW8VCrGYiBOKn3jgjyLEKW6Cb2GtcffD5MeFlG73lyzqxa0h2eWT3rgHEH53rGAahSuT5377eWjdnWD4CA/w320-h181/_108503263_gettyimages-968062546-1.jpg" width="320" /></a></span></div><span style="font-family: arial;">Scotland have <a href="https://pippaking.blogspot.com/p/ipads.html" target="_blank">issued iPads to over 100,000 students</a> and there is no authentic way of assuring who is doing the work on the iPad. Whilst I am no fan of the use of biometrics with children this issue needs to be thought upon carefully as biometric tech could be considered to solve this conundrum. </span><div><span style="font-family: arial;"><br /></span></div><div><span style="font-family: arial;">It will also be interesting to see attainment results with the use of iPads. No doubt they will go up and this will be attributed to the success of 'educational iPad use' rather than kids finding ways to complete homework they find hard by getting others to do it.</span><p></p><p><span style="font-family: arial;">Responses from councils in Scotland when asked under Freedom of Information about the how the authenticity of work, submitted via iPads, was checked were:</span></p><p><span style="color: #0b5394; font-family: arial;"><i></i></span></p><blockquote><span style="color: #0b5394; font-family: arial;"><i>Teachers know the level to which their pupils are working and will discuss with their students if they have any doubt.</i></span></blockquote><p></p><p><span style="color: #0b5394; font-family: arial;"><i></i></span></p><blockquote><span style="color: #0b5394; font-family: arial;"><i>Teachers use their professional judgement to scrutinise all work undertaken by students, whether submitted electronically or on paper.</i></span></blockquote><p></p><p><span style="font-family: arial;"><i><span style="color: #0b5394;"></span></i></span></p><blockquote><span style="font-family: arial;"><i><span style="color: #0b5394;">Pupils are encouraged to work collaboratively, learning from each other whilst understanding the consequences of plagiarism or submitting work which does not demonstrate their learning. This is all part of pupils understanding their responsibility as a digital citizen. We would also add that this is no different from other homework assignments.</span></i></span></blockquote><p></p><p><span style="font-family: arial;">The obvious glaring fact is that homework submitted on paper is far easier to spot authenticity rather than that of homework submitted electronically. I, and everyone of my generation, knows how hard it was to offer in homework done by someone else in the good old days of pen and paper homework submission.</span></p><p><span style="font-family: arial;">But electronic learning has been around for a fair few years and with the current global health situation the advent of online learning, electronic work submission and the increase of screen use for education is truly upon us and the digital age of education seems to be working. </span></p><p><span style="font-family: arial;">However, along with that, as one of the responses states above, pupils need to understand their responsibility as a "<b><i>digital citizen</i></b>" - fair enough. But does the Ed Tech industry and the Department of Education understand their responsibility as digital caretakers of the next generations digitised data, collected through the ever increasing online learning epidemic? I think a long hard stare at this is necessary. </span></p><p><span style="font-family: arial;">Over on <a href="https://defenddigitalme.org" target="_blank">Defenddigitalme</a>'s website there are numerous instances of digital deep dives into not just children's educational prowess but how and what they are using their computer for. Flagged words, conversations had, search terms scrutinised, incorrect data logged against students, flawed analysis of work done - the latter being blindingly obvious with the <a href="https://www.bbc.co.uk/news/education-53759832" target="_blank">inaccurate 'exam' results</a> for student in July last year, affecting the university places and the potential career paths of thousands of students.</span></p><p><span style="font-family: arial;">So whilst electronic learning will not take a step backwards, indeed it looks like increasing, there are many reasons why we must tread carefully into this new educational online world. Responsibility must be had by both parents, being vigilant of what data educational apps siphon, and the learning community/industry driving this screen-learning environment forward.</span></p><p><span style="font-family: arial;">Many studies, too numerous to list here but easily found online, are showing that too much screen time for young brains is not good. One <a href="https://hms.harvard.edu/news/screen-time-brain" target="_blank">Harvard paper</a> states:</span></p><p><span style="background-color: white; caret-color: rgb(30, 30, 30); font-size: 16px;"><span style="font-family: arial;"></span></span></p><blockquote><span style="font-family: arial;"><span style="color: #0b5394;"><i>"Much of what happens on screen provides “impoverished” stimulation of the developing brain compared to reality"</i></span></span></blockquote><p></p><p><span style="font-family: arial;">And <a href="https://healthmatters.nyp.org/what-does-too-much-screen-time-do-to-childrens-brains/" target="_blank">this</a> from the USA National Institutes for Health:</span></p><p><span style="font-family: arial;"><span style="background-color: white; caret-color: rgb(51, 51, 51);"><span style="color: #0b5394;"><i></i></span></span></span></p><blockquote><span style="font-family: arial;"><span style="color: #0b5394;"><i><span style="background-color: white; caret-color: rgb(51, 51, 51);">"Early data from a landmark National Institutes of Health (NIH) </span><a href="https://abcdstudy.org/" rel="noopener" style="box-sizing: border-box; font-weight: bold; text-decoration: none;" target="_blank">study</a><span style="background-color: white; caret-color: rgb(51, 51, 51);"> that began in 2018 indicates that children who spent more than two hours a day on screen-time activities scored lower on language and thinking tests, and some children with more than seven hours a day of screen time experienced thinning of the brain’s cortex, the area of the brain related to critical thinking and reasoning."</span></i></span></span></blockquote><span style="font-family: arial;"><span style="background-color: white; caret-color: rgb(51, 51, 51); color: #333333;"></span></span><p></p><p><span style="font-family: arial;">It is no wonder then that <a href="https://www.businessinsider.com/silicon-valley-parents-raising-their-kids-tech-free-red-flag-2018-2?r=US&IR=T" target="_blank">tech giant's</a> children have very limited screen time and are sent to <a href="https://www.theguardian.com/technology/2015/may/23/screen-time-v-play-time-what-tech-leaders-wont-let-their-own-kids-do" target="_blank">schools that do not use screens</a> to educate with.</span></p><p><span style="font-family: arial;">However, for the vast majority of children, screens will be used and with that will come the data mining that goes along with it. And, I suspect, it will only be a matter of time before biometrics are used to verify who is at the device.</span></p><p><span style="font-family: arial;">A desensitisation of the use of biometric data has happened over the past 2 decades with police forces (in the UK and abroad) widely using facial recognition, unwittingly on the population, </span><span style="font-family: arial;">without any parliamentary oversight, arguably tip toeing the line between whether the use is lawful or not.</span></p><p><span style="font-family: arial;">However, in 2015 biometric facial scanning was introduced e</span><span style="font-family: arial;">very 60 seconds to </span><a href="https://pippaking.blogspot.com/2015/07/facial-recognition-scrapped-in-san.html" style="font-family: arial;" target="_blank">iPad learning in San Diego schools</a><span style="font-family: arial;"> but a backlash on the grounds of privacy intrusion from parents scuppered the scheme. Whether that backlash would happen again in this day and age remains to be seen.</span></p></div>Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-67052590450094525612020-07-06T14:00:00.004+00:002020-07-06T14:09:20.855+00:00Biometric fingerprint readers ditched for hygiene reasons... to be replaced by contactless biometric systems?On Twitter schools have been spotted ditching biometric fingerprint readers for contactless cards due to hygiene reasons, which completely makes sense as this was one of the issues raised initially over 15 years ago when fingerprint scanners started appearing in schools. <div><br /></div><div>Though some biometric suppliers have been keen to stress that sterilising fingers before using biometric scanners is good to keep children 'safe'.</div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="266" src="https://www.youtube.com/embed/7KHgT1KpISQ" width="320" youtube-src-id="7KHgT1KpISQ"></iframe></div><div class="separator" style="clear: both; text-align: center;"><br /></div><p style="text-align: left;">So as good as it is to see fingerprint scanners be replaced by less personally intrusive methods it does open the way for a contactless biometric system, i.e. facial recognition, to replace the touch fingerprint pad.</p><p style="text-align: left;">Which seems to be, somewhat, what has happened <a href="https://www.utcleeds.co.uk/news/2020/06/23/utc-leeds-reopens-its-doors-to-students/" target="_blank">here</a> at a UTC school in Leeds, UK, where Years 10 (14/15 year old) and Year 12 (17/18 years old) students have started school after having been shut since mid March 2020. </p><p style="text-align: left;">A combined facial recognition and thermal imaging system has been installed to check student's temperature to identify each student whose temperature is taken. However it has to be said they have ditched their fingerprint scanners for contactless cards, which was used for building entry, class registration and lunch payment. The newly installed facial recognition has not directly replaced, on first glances, the fingerprint system but it is still registering the students with their biometric data.</p><blockquote><p style="text-align: left;"><span style="background-color: white; caret-color: rgb(0, 56, 63); color: #00383f; font-size: 16px;">We have also installed a high spec thermal camera in the reception area. This camera uses facial recognition technology to enable unobtrusive thermal imaging and temperature measurements of students and staff. An alert is issued to the Principal if someone’s temperature is above a certain level.</span></p></blockquote><div>Every school in England and Wales that wishes to process an under 18 year old's biometric data, including facial recognition, needs explicit written parental consent to do so and it is uncertain whether this particular UTC has done that. When questioned specifically on whether they had gained parental consent, as per the <a href="http://www.legislation.gov.uk/ukpga/2012/9/part/1/chapter/2/enacted" target="_blank">Protection of Freedoms Act 2012</a>, the UTC replied:</div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiWhucil8FWUvtOdw7lMY9STfqMr9O_zrN8gb4lG7elJEC7s2VFdgWC1Vt9jA4pJjBzyQVn4NWGjD-PCG7VhnLi8BXKmimpFnlYPf6kp3iJ6TFUcXVMi8Xmg9YEhpDSZQ1vgiXApw/s499/Screen+Shot+2020-07-06+at+14.41.32.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="410" data-original-width="499" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiWhucil8FWUvtOdw7lMY9STfqMr9O_zrN8gb4lG7elJEC7s2VFdgWC1Vt9jA4pJjBzyQVn4NWGjD-PCG7VhnLi8BXKmimpFnlYPf6kp3iJ6TFUcXVMi8Xmg9YEhpDSZQ1vgiXApw/s320/Screen+Shot+2020-07-06+at+14.41.32.png" width="320" /></a></div><div class="separator" style="clear: both; text-align: center;"><br /></div><p style="text-align: left;">Albeit it this is a <a href="https://twitter.com/UTCLeeds/status/1278349281896869889" target="_blank">reply on Twitter</a> (which now looks to be unavailable) but it is not glaringly obvious that the school is operating this biometric system in line with UK legislation specifically aimed at schools processing children's biometric data - The Protection of Freedoms Act 2012. </p><p style="text-align: left;">The use of facial recognition in UK schools is also questionable under <a href="https://gdpr-info.eu">GDPR</a>, the EU General Data Protection Regulations 2018. Schools in France have been <a href="https://www.cnil.fr/fr/experimentation-de-la-reconnaissance-faciale-dans-deux-lycees-la-cnil-precise-sa-position">advised not to use facial recognition</a> and a <a href="https://edpb.europa.eu/news/national-news/2019/facial-recognition-school-renders-swedens-first-gdpr-fine_es" target="_blank">school in Sweden</a> was fined for using the technology. GDPR does not change at country borders or whether we are Brexiting so the use of facial recognition technology is certainly questionable in this UK school.</p><p style="text-align: left;">There are good reasons legislations are specifically put in place to protect children biometric data being unnecessarily processed and they should be adhered to. </p><div><br /></div>Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-54042969176029629972020-03-09T13:20:00.002+00:002020-03-09T13:58:13.518+00:00Fine for processing students’ fingerprints imposed on a school <a data-lightbox="main-set" href="https://uodo.gov.pl/photos/thumb/thumb_w1024/data/gallery_en/1102/_org/328.jpg" style="box-sizing: border-box; clear: right; color: #551a8b; float: right; margin-bottom: 1em; margin-left: 1em; text-decoration-skip: objects; text-decoration: none;" title=""><span style="font-family: "arial" , "helvetica" , sans-serif; font-size: large;"><img alt="Photo" class="img-thumbnail" height="212" src="https://uodo.gov.pl/photos/thumb/thumb_w350/data/gallery_en/1102/_org/328.jpg" style="background-color: white; border-bottom-left-radius: 0.25rem; border-bottom-right-radius: 0.25rem; border-top-left-radius: 0.25rem; border-top-right-radius: 0.25rem; border: 1px solid rgb(222, 226, 230); box-sizing: border-box; height: auto; max-width: 100%; padding: 0.25rem; vertical-align: middle;" width="320" /></span></a><br />
<span style="font-family: inherit; font-size: medium;">A <a href="https://edpb.europa.eu/news/national-news/2020/fine-processing-students-fingerprints-imposed-school_en" target="_blank">statement</a>, issuing a fine, to a school from <span style="background-color: white; color: #231f20;">Poland’s Personal Data Protection Office </span><span style="background-color: white; color: #212529;">(<a href="https://uodo.gov.pl/en/553/1102" target="_blank">UODO</a>), </span><span style="background-color: white; color: #231f20;">the equivalent to our Information Commissioner's Office (<a href="https://ico.org.uk/" target="_blank">ICO</a>), found the school to be in breach of the <a href="https://gdpr-info.eu/" target="_blank">General Data Protection Regulations</a> (GDPR) for using children's fingerprint data to allow access to their canteen. The ruling stated that:</span></span><br />
<span style="font-family: inherit;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white; color: #231f20; font-family: inherit;"><br /></span></span></span>
<span style="font-family: inherit;"><span style="color: #212529; font-family: inherit; font-size: 15px;">"<i>The school processed special categories of data (biometric data) of 680 children without a legal basis, whereas in fact it could use other forms of students identification.</i>"</span></span><br />
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<span style="font-family: inherit;">
<span style="color: #212529; font-family: "lato" , sans-serif; font-size: 15px;">and</span></span><br />
<blockquote class="tr_bq">
<span style="font-family: inherit;"><span style="color: #231f20; font-family: "open sans" , sans-serif;"><span style="background-color: white;">".<i>..</i></span></span><span style="color: #212529; font-family: "lato" , sans-serif; font-size: 15px;"><i>it is important to stress that the processing of biometric data is not essential for achieving the goal of identifying a child’s entitlement to receive lunch. The school may carry out the identification by other means that do not interfere so much in the child’s privacy. Moreover, the school makes it possible to use the services of the school canteen not only by means of fingerprints verification, but also electronic cards, or by giving the name and contract number. Thus, in the school, there are alternative forms of identification of the child’s entitlement to receive lunch.</i>"</span></span></blockquote>
<span style="font-family: inherit;"><span style="color: #212529; font-family: "lato" , sans-serif; font-size: 15px;">Here in the UK biometric fingerprint readers have been used in schools since 1999. Up to 2012 s</span><span style="color: #212529; font-family: "lato" , sans-serif;"><span style="font-size: 15px;">chools were using children's fingerprints quite often without informing parents or asking their permission, as a consequence after some pressure upon the UK Government to address this, l<a href="https://pippaking.blogspot.com/p/legal-law.html" target="_blank">egislation was passed in 2012</a> requiring schools to obtain parental permission to process their child's </span><span style="font-size: 15px;">biometric data and offer an alternative means to the biometric system. </span></span></span><br />
<span style="font-family: inherit;"><span style="color: #212529; font-family: "lato" , sans-serif;"><span style="font-size: 15px;"><br /></span></span></span>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhpr-16-__nGLen62kS-YX5OKWX9Tvwgb5cQguF5P9-8BV1BTmCkd4riOHYzG8D7SYjCTKA3OUvFYkEtAGu0cECySu_7s97HK9psF4GMNzHP-pQcSG5RolAr-33wDwzbcx-777N4g/s1600/Screen+Shot+2020-03-09+at+13.02.35.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="362" data-original-width="672" height="215" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhpr-16-__nGLen62kS-YX5OKWX9Tvwgb5cQguF5P9-8BV1BTmCkd4riOHYzG8D7SYjCTKA3OUvFYkEtAGu0cECySu_7s97HK9psF4GMNzHP-pQcSG5RolAr-33wDwzbcx-777N4g/s400/Screen+Shot+2020-03-09+at+13.02.35.png" width="400" /></a></div>
<span style="font-family: inherit;"><span style="color: #212529; font-family: "lato" , sans-serif;"><span style="font-size: 15px;">However, a <a href="https://defenddigitalme.com/wp-content/uploads/2018/05/StateOfDataReport_policymakers_ddm.pdf" target="_blank">survey</a> done by </span><span style="caret-color: rgb(33, 37, 41); font-size: 15px;">children's data privicacy group <a href="https://defenddigitalme.com/" target="_blank">defenddigitalme</a> found that even after the 2012 legislation parents were still unaware of options not to use the fingerprint system.</span></span></span><br />
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<span style="font-family: inherit;"><span style="color: #212529; font-family: "lato" , sans-serif;"><span style="caret-color: rgb(33, 37, 41); font-size: 15px;">Children's biometric data needs to be secure for the child's lifetime - decades. It does seem excessive to use biometric data for daily mundane tasks in school, when another form of ID is perfectly acceptable - we have expressed that view since 2005.</span></span></span><br />
<span style="font-family: inherit;"><span style="color: #212529; font-family: "lato" , sans-serif;"><span style="caret-color: rgb(33, 37, 41); font-size: 15px;"><br /></span></span></span>
<span style="font-family: inherit;"><span style="color: #212529; font-family: "lato" , sans-serif;"><span style="caret-color: rgb(33, 37, 41); font-size: 15px;">This point was also expressed in the UODO report according to <a href="https://venturebeat.com/2020/03/06/polish-school-hit-with-gdpr-fine-for-using-fingerprints-to-verify-students-lunch-payments/" target="_blank">Venturebeat</a>:</span></span></span><br />
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<span style="font-family: inherit;"><span style="color: #212529; font-family: "lato" , sans-serif;"><span style="caret-color: rgb(33, 37, 41); font-size: 15px;">'<i>The final decision cited numerous facets of GDPR, including recital 38, which refers to specific provisions made for data protection of children, "<b>it should be emphasised that children require special protection of personal data, as they may be less aware of the risks, consequences, safeguards, and rights they have in connection with the processing of personal data</b>" the report found.'</i></span></span></span><br />
<span style="font-family: inherit;"><span style="color: #212529; font-family: "lato" , sans-serif;"><span style="caret-color: rgb(33, 37, 41); font-size: 15px;"><br /></span></span></span>
<span style="font-family: inherit;"><span style="color: #212529; font-family: "lato" , sans-serif;"><span style="caret-color: rgb(33, 37, 41); font-size: 15px;">If the Polish Data Protection Office have ruled this use of children's fingerprint biometrics as a violation of GDPR then presumably the same would apply to any school using such systems in the UK.</span></span></span><br />
<span style="font-family: inherit;"><span style="color: #212529; font-family: "lato" , sans-serif;"><span style="caret-color: rgb(33, 37, 41); font-size: 15px;"><br /></span></span></span>
<span style="font-family: inherit;"><span style="color: #212529; font-family: "lato" , sans-serif;"><span style="caret-color: rgb(33, 37, 41); font-size: 15px;">This is absolutely a GDPR issue we will be following up here in the UK.</span></span></span><br />
<span style="font-family: inherit;"><span style="color: #212529; font-family: "lato" , sans-serif;"><span style="caret-color: rgb(33, 37, 41); font-size: 15px;"><br /></span></span></span>
<span style="font-family: inherit;"><span style="color: #212529; font-family: "lato" , sans-serif;"><span style="caret-color: rgb(33, 37, 41); font-size: 15px;">The English text of the UODO decision is <a href="https://uodo.gov.pl/en/553/1102" target="_blank">here</a> and the Polish version <a href="https://uodo.gov.pl/decyzje/ZSZZS.440.768.2018" target="_blank">here</a>.</span></span></span>Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-39323290589883938772019-07-09T20:25:00.000+00:002019-07-09T20:26:19.535+00:00Biometric Consent for Scottish children in schools<span style="font-family: "arial" , "helvetica" , sans-serif;">The Protection of Freedoms Act 2012, <span style="background-color: white; color: #333333; text-align: justify;"> </span><a href="http://www.legislation.gov.uk/ukpga/2012/9/part/1/chapter/2/enacted" style="background-color: white; color: #009eb8; display: inline; outline: none; text-align: justify; transition: 0.3s;"><span style="color: #3d85c6;">Chapter 2 Protection of biometric information of children in schools etc.</span></a><span style="background-color: white; color: #333333; text-align: justify;"> deals with consent required when schools process children's biometric data. Unfortunately this part of the Act only applies to schools in England and Wales. A <a href="https://www.whatdotheyknow.com/request/327873/response/800940/attach/3/39290%20Response.pdf?cookie_passthrough=1" target="_blank">Freedom of Information request sent to the Home Office</a> clarifies this.</span></span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white; color: #333333; text-align: justify;"><br /></span></span><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white; color: #333333; text-align: justify;"><span style="color: #333333;">In order to help extend this consensual right to children in Scotland and Northern Ireland Freedom of Information requests were sent, in August 2018, to all </span><a href="https://en.wikipedia.org/wiki/Local_government_in_Scotland" style="color: #333333;" target="_blank">32 Local Government authorities</a><span style="color: #333333;"> in Scotland to ascertain how many schools were using biometric technology. </span></span></span><br />
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<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white; color: #333333; text-align: justify;"><span style="color: #333333;">Here are the results of the Freedoms of Information Request as of Early 2019:</span></span></span><br />
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<span style="font-family: "arial" , "helvetica" , sans-serif;">There are plans in Scotland to introduce a Biometrics Commissioner 2019/2020 whose remit will only cover the justice sector in the country in the collection and processing of biometrics - <a href="https://www.scotland.police.uk/" target="_blank">Police Scotland</a> and the <a href="http://www.spa.police.uk/" target="_blank">Scottish Police Authority</a>.</span></div>
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<span style="font-family: "arial" , "helvetica" , sans-serif;">With the widening use of biometrics, especially the historic and current use in schools, concerns about the limiting scope of the forthcoming Scottish Biometrics Commissioner's role may be aired in the Scottish Parliament.</span></div>
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<span style="font-family: "arial" , "helvetica" , sans-serif;">Any developments concerning this will be posted here.</span></div>
Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-27524984586345449782018-11-08T10:20:00.002+00:002018-11-08T10:24:45.761+00:00'Who knows what about me?'<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi2PIifTlkYqrRj5IbQX3NJyRJNY_Qj2N78yx_nNxIqDTDya6N4G2rGmIj-5SLep6RBjpc4LF8uNRrbOYSihFkWuqfukfX0Fmr5INvBlXh80xMnmF_diczvk-dn26APc7jFRnLDaA/s1600/Facts+Biometrics+in+schools.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="1600" data-original-width="640" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi2PIifTlkYqrRj5IbQX3NJyRJNY_Qj2N78yx_nNxIqDTDya6N4G2rGmIj-5SLep6RBjpc4LF8uNRrbOYSihFkWuqfukfX0Fmr5INvBlXh80xMnmF_diczvk-dn26APc7jFRnLDaA/s640/Facts+Biometrics+in+schools.png" width="256" /></a>The publication of the "<a href="https://www.childrenscommissioner.gov.uk/wp-content/uploads/2018/11/who-knows-what-about-me.pdf" target="_blank">Who knows what about me?</a>" report today by the office of <a href="https://www.childrenscommissioner.gov.uk/about-us/" target="_blank">The Children's Commissioner for England</a> highlights the huge amount of data gathered on children, including the use of biometric technology in schools. <br />
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5 salient points about biometric technology used in schools is listed in the infographic in this post. <br />
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Using one's biometric data is a more data intrusive way of accessing schools services than a PIN or swipe card. This has been recognised by <a href="https://pippaking.blogspot.com/p/legal-law.html" target="_blank">legislation</a> and schools therefore are legally obliged to offer students an <a href="http://www.legislation.gov.uk/ukpga/2012/9/part/1/chapter/2/enacted" target="_blank">alternative means to access such services and must have consent</a>, from both parents and students, if biometric data is to be taken and processed.<br />
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Schools in the UK have been using biometrics since 1999. Often this was done without informing parents due to the fact that the <a href="https://www.legislation.gov.uk/ukpga/1998/29/contents" target="_blank">Data Protection Act 1998</a> did not list biometrics as 'sensitive' personal information, hence parents permission or even knowledge that their children's biometric were being taken happened. <br />
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Many different types of biometric technology have been used in schools. The biometric most used is fingerprint.<br />
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Campaigning by parents lobbying Members of Parliament culminated, 13 years after schools started using the technology, with legislation covering consent to biometric processing in the <a href="http://www.legislation.gov.uk/ukpga/2012/9/part/1/chapter/2/enacted" target="_blank">Protection of Freedoms Act 2012, Chapter 2</a>.<br />
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It is prudent to minimise personal data given. We have no idea if a child's biometrics given in the education system is compromised or shared, with other agencies or companies, the effect this may have later in their life.<br />
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Know your facts and consider keeping your child's biometric digital data from unnecessary use when an alternative means of identification will suffice.Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-61947847869038343142018-09-29T13:57:00.002+00:002018-09-29T13:58:54.311+00:00Scottish schools Freedom of Information results so far...This is an update on the Freedom of Information requests (FOIR) sent to all 32 Scottish local authorities in August to determine the use of biometrics in schools there. This is with a view to extending the same rights that English and Welsh children have <b><span style="color: red;">not</span></b> to have their biometrics collected and processed in schools, with an entitlement to use an alternative way of accessing school services such a a PIN or swipe card.<br />
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Some interesting results have turned up in the two thirds of FOIRs that have been received back so far. There seems to be two companies supplying the Scottish market with one most dominant. The company that is most dominant also introduced the biometric fingerprint scanners in schools as early as 1999 and 2000. <br />
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This is a surprise to me as I was under the impression that schools in the UK started the introduction of fingerprint scanners for libraries in 2001when the below communications with a school biometric supplier, the Information Commissioner's Office (ICO), who oversees the Data Protection Act, and Department for Education (DfE) took place. See bottom of this post. So it would be interesting to see if the ICO and DfE knew about the earlier use of children using their biometrics and see any correspondence on that.<br />
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With the results from the FOIR so far it seems that currently around 5% of children in Scotland use their biometrics to access school systems, although I still have a third of the authorities yet to reply. Even so this amounts to 35,000 plus children and that is only a snapshot of current usage. Given that some authorities have been using biometrics in schools for nearly two decades, this significantly raises the amounts of children that have had their biometrics logged at schools in Scotland to the many tens of thousands, if not over the hundred thousand mark. The <a href="https://www.gov.scot/Topics/Statistics/Browse/School-Education/dspupcensus/dspupcensus17" target="_blank">current Scottish school population</a> is just over 687,000 children.<br />
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When all of the Scottish authorities have responded I will post more here.<br />
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<br />Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-59049914715770049902018-08-30T14:38:00.001+00:002018-08-30T14:40:10.102+00:00Consent needed by schools to process biometric dataI do have other posts pending but as it is <i>that</i> time of year students start new schools I am re-posting this salient information, originally posted in May 2017. Also see the UK Department for Education's '<a href="https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/692116/Protection_of_Biometric_Information.pdf" target="_blank">Protection of biometric information of children in schools and colleges</a>'<br />
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Schools obligations to students biometric data</span></h3>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg0OquND1KixaLcFfSRhUPpmwXa7gsxN7zcF0BzVQmtWWF1TzH2AF7XeOCJVyl3dFrvHDQpjgL3AIf3KfFhdjY9V3m91SAlsMWCY0nQTESf-bNWStmFgM-itadjTVZkd6JRoaUuFA/s1600/fingerprint.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="150" data-original-width="145" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg0OquND1KixaLcFfSRhUPpmwXa7gsxN7zcF0BzVQmtWWF1TzH2AF7XeOCJVyl3dFrvHDQpjgL3AIf3KfFhdjY9V3m91SAlsMWCY0nQTESf-bNWStmFgM-itadjTVZkd6JRoaUuFA/s200/fingerprint.png" width="193" /></a>It's that time of year again, when parents with children going up to high schools are encountering biometric systems in their children's new schools and are unsure of their rights to consent and what responsibilities the school has to ensure school services are not withheld from students who do not participate in their biometric system. Hopefully this will clarify schools, parents and children's position. A PDF version can be found <a href="http://rfidinschools.com/biometrics-in-schools-advice-to-schools-and-parents/" style="color: #4d469c;" target="_blank">here</a>.<br />
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<span style="color: #262626; font-size: 16pt; line-height: 22.8267px;">A school’s responsibility<o:p></o:p></span></div>
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<a href="https://www.blogger.com/null" name="_Hlk483571861" style="color: #4d469c;"></a><span style="font-family: "arial" , sans-serif;">A school cannot take and process a student’s, under 18 years old, biometric data without the consent of the parent/s or the student. Consent must be given in writing from the parent/s. Consent can be withdrawn at any time.</span><br />
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<span style="font-family: "arial" , sans-serif;">CONSENT<o:p></o:p></span></div>
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<span style="font-family: "symbol";">·<span style="font-family: "times new roman"; font-size: 7pt; font-stretch: normal; line-height: normal;"> </span></span><span style="font-family: "arial" , sans-serif;">If one parent consents and the other does not, the non-consent takes precedence.<br /><br /><o:p></o:p></span></div>
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<span style="font-family: "symbol";">·<span style="font-family: "times new roman"; font-size: 7pt; font-stretch: normal; line-height: normal;"> </span></span><span style="font-family: "arial" , sans-serif;">If the parent/s consent and the student does not, the students non-consent takes precedence.<br /><br /><o:p></o:p></span></div>
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<span style="font-family: "symbol";">·<span style="font-family: "times new roman"; font-size: 7pt; font-stretch: normal; line-height: normal;"> </span></span><span style="font-family: "arial" , sans-serif;">If the parent/s do not consent and the student does consent, the parents non-consent takes precedence.<br /><br /><o:p></o:p></span></div>
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<span style="font-family: "arial" , sans-serif;">If a consent is not given the school “<i><span style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial;"><b>must ensure that reasonable alternative means are available by which the child may do, or be subject to, anything which the child would have been able to do, or be subject to, had the child’s biometric information been processed</b></span></i><span style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial;">.</span>” as detailed in the <a href="http://www.legislation.gov.uk/ukpga/2012/9/part/1/chapter/2/enacted" style="color: #4d469c;" target="_blank">Protection of Freedoms Act 2012,Chapter 2 Section 26 (7)</a>.<o:p></o:p></span></div>
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<span style="color: #262626; font-size: 16pt; line-height: 22.8267px;">Parents<o:p></o:p></span></div>
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<span style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; font-family: "arial" , sans-serif;">Parent/s must be informed by the school that they are using a biometric system and the school must gain written consent from the parent/s to take and process their child’s biometric data. You may withdraw your consent at any time.<o:p></o:p></span></div>
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<span style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; font-family: "arial" , sans-serif;">Schools do not always make it clear when asking for consent that an alternative to the biometric system is available and that non-consent ultimately lies with the student.<o:p></o:p></span></div>
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<span style="color: #262626; font-size: 16pt; line-height: 22.8267px;">Students<o:p></o:p></span></div>
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<span style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; font-family: "arial" , sans-serif;">Regardless of consent given by your parent/s you alone determine whether a school takes and processes your biometric data. If you choose not to use a biometric system the school must provide an alternative and must not withhold any services from you that is available through their biometric system. You may withdraw your consent at any time.</span></div>
</div>
Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-86832481982147005202018-08-03T10:52:00.001+00:002018-08-03T10:52:17.854+00:00Biometric consent for students in Scotland<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjpbcV0Mt0G5CkD4kNdTLeWTHe7QkaO3QSfAaKAiHAIlG7cCwN8TNvbEGSAi-HW8h7Yflq0AbQMtpCMqV_bRNI_vgZg3emB71gR4C3dcgFEVT7u0FXkTkAJDMgzmuseXlQ50C0LVw/s1600/fingerprint-14326462+consent.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="857" data-original-width="580" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjpbcV0Mt0G5CkD4kNdTLeWTHe7QkaO3QSfAaKAiHAIlG7cCwN8TNvbEGSAi-HW8h7Yflq0AbQMtpCMqV_bRNI_vgZg3emB71gR4C3dcgFEVT7u0FXkTkAJDMgzmuseXlQ50C0LVw/s320/fingerprint-14326462+consent.jpg" width="216" /></a>Under the <a href="https://pippaking.blogspot.com/p/legal-law.html">Protection of Freedom Act 2012</a> if schools want to use and process a child's biometric data<br />
they must ask for consent from the pupils and parents. Schools must also offer an alternative option to access systems if consent is not given to process a student's biometrics - such as a pin number or swipe card.<br />
<br />
Schools use a student's biometrics to access facilities such as canteen, library, registration, etc, and the biometric of choice seems to favour the fingerprint.<br />
<br />
The Protection of Freedom Act 2012, <a href="http://www.legislation.gov.uk/ukpga/2012/9/part/1/chapter/2/enacted">Chapter 2</a>, details how schools must seek consent to hold and process student's biometric data. However, <a href="https://www.whatdotheyknow.com/request/327873/response/800940/attach/3/39290%20Response.pdf?cookie_passthrough=1">this consent only applies to children in England and Wales</a> and with Scottish authorities planning to <a href="http://www.heraldscotland.com/news/16201636.High_schools_roll_out_fingerprint_scanning_to_pay_for_lunches/">roll out more biometric technology in schools</a> to extend consent for Scottish students, around the use of their biometric data, is absolutely reasonable. <br /><br />In order to move towards consent for children in Scotland (and Northern Ireland) Freedom of Information requests have been sent to every local authority in Scotland to determine how prevalent the technology is in schools, whether consent is sought, type of biometrics used and for what purpose. As it is school holidays, and given that the beginning of term is busy, we expect to this this information back by end October 2018 and then work to get this issue of consent raised in the Scottish Parliament.<br />
<div>
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Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-80328770217169092122018-07-18T13:36:00.001+00:002018-07-18T13:36:51.607+00:00Updates coming... new developmentsSince I started this blog over 10 years ago the state of surveillance, monitoring and application of biometric technology used in schools on our children, the next generation, has increased beyond imagination. Okay, there may be arguments that his 'improves' their education, enables better educational analysis, reduce admin time/costs, etc... but personally, I've not seen a dramatic increase in the next generations intellectual ability or schools being more affluent because of technology. Certainly here in the UK we currently have a national funding crisis in education. <br />
<br />
<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEij99yllVg3YrDAAPOo811TrJIwpybeLI_VAfb3uBMeypk_ChsYWY7l-rDmNROLtULKmov_WXFQiFFNtNpI35GpcP-vsw96Bnd_S8AIBrRpO7c9uyjG9Xtxdz4je4FcfZzUKHZ7bw/s1600/CHild+magnifyiing.jpg" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" data-original-height="720" data-original-width="720" height="200" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEij99yllVg3YrDAAPOo811TrJIwpybeLI_VAfb3uBMeypk_ChsYWY7l-rDmNROLtULKmov_WXFQiFFNtNpI35GpcP-vsw96Bnd_S8AIBrRpO7c9uyjG9Xtxdz4je4FcfZzUKHZ7bw/s200/CHild+magnifyiing.jpg" width="200" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Credit: https://www.pinterest.co.uk<br />/pin/68539225552401806/</td></tr>
</tbody></table>
It is a different education that is needed for today's kids. Access to information is greater to an individual than ever before. Knowing and retaining information in this age maybe is not a necessity as much as it was. Moreover how to apply that knowledge in this ever changing society perhaps is a skill children should learn. Discernment, where one's digital footprint is left and the data left again one's digital identity should also be considered. How, who and what may be assumed by a children's online activities on the Internet - and within a school network - is a burgeoning area that needs urgent consideration, especially for those it could potentially affect in decades to come. <br />
<br />
With governments, private education tech companies and private companies running schools having access to individual educational data from the age of 2 years old (in the UK) to 19 and beyond gives an enormous potential for profiling. I could write about this for an age, as these are all points that have been raised with the proliferation of technology in education for the past decade plus.<br />
<br />
What to do? I have been absent somewhat from blogging here as the transfer of biometric technology <strike>tested</strike> used on children in the UK has now widened into the rest of society. My concern is when the state uses biometric technology without consent, much as schools did from 2001 - 2013 in the UK. I set up a sister blog a couple of years ago to keep the two developments of biometric technology, schools / wider society, separate - see my <a href="http://stateofsurveillance.blogspot.com/" target="_blank">State of Surveillance</a> website.<br />
<br />
However, there is now an issue of facial recognition creeping into US and Chinese schools for a variety of reasons. Here in England and Wales (not Scotland or Northern Ireland) facial recognition is not viably an option for schools with under 18 year olds, as per the consent required under the <a href="https://pippaking.blogspot.com/p/legal-law.html" target="_blank">Protection of Freedoms Act 2012</a>. The argument for the use of biometrics in schools - whether fingerprint or facial recognition - is basically unproven, as other, less invasive, less 'valuable', means of identification will suffice. This is an issue I intend to raise again here.<br /><br />So, hopefully, (in a rather large nutshell) I've explained my absence and fully intend at least once a week to start again back here. T'will be nice to get back to it!Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-72488961802562954882018-04-10T11:39:00.002+00:002018-04-10T11:49:58.288+00:00Updated Advice for schools on using pupil's BiometricsLast Month the Department for Education issued an <a href="https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/692116/Protection_of_Biometric_Information.pdf" target="_blank">updated advice</a> for schools taking and processing students biometric data.<br />
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<div class="separator" style="clear: both; text-align: center;">
<a href="https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/692116/Protection_of_Biometric_Information.pdf" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="587" data-original-width="711" height="165" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgB5sPC7K9h08EPbzDn6tHB4dNHRLV8e59r_VHWFkUZkrBRZK381ZXeL5I_KsBtpmXwCLMvTbnv3Gn9SirW3UvP9QMnZoBrzK0T-493FqigoMn9P4AFDNGwrILbD7WxH20CbhAy6A/s200/March+2018+jpeg+advice.jpg" width="200" /></a></div>
This useful advice is also a 'must' read for students and parents so they are fully aware of their rights of access to services should they choose NOT to participate in a biometric system.<br />
<br />
A recent survey, carried out by <a href="http://defenddigitalme.com/2018/03/only-half-of-parents-think-they-have-enough-control-of-their-childs-digital-footprint-in-school/" target="_blank">DefendDigitalMe</a>, revealed that:<br />
<blockquote class="tr_bq">
"<span style="background-color: white; color: #252525; font-family: "lato" , sans-serif; font-size: 20px;">Over a third (38%) [of parents] of those who said their child’s school uses biometric technology said they were not offered a choice of whether to use this system or not and 50% have not been informed how long the fingerprints or other biometric data are retained for, or when they will be destroyed — despite the Protection of Freedoms Act 2012 requiring parental consent, and an alternative to be on offer, showing that practical guidance is needed to help schools understand how to implement the legislation."</span></blockquote>
This shows that there is still clearly a lack of understanding by schools of their legislative obligations to parents and students with regards to biometric data storage, processing and their consent.<br />
<br />
Please do have a read of the above advice, any of the information here and make an informed choice about your/your children's biometric data.Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-21307074230318700122017-05-26T16:20:00.000+00:002017-05-26T21:00:48.437+00:00Schools obligations to students biometric dataIt's that time of year again, when parents with children going up to high schools are encountering biometric systems in their children's new schools and are unsure of their rights to consent and what responsibilities the school has to ensure school services are not withheld from students who do not participate in their biometric system. Hopefully this will clarify schools, parents and children's position. A PDF version can be found <a href="http://rfidinschools.com/biometrics-in-schools-advice-to-schools-and-parents/" target="_blank">here</a>.<br />
<br />
<div class="MsoNormal">
<span style="color: #262626; font-size: 16.0pt; line-height: 107%;">A school’s responsibility<o:p></o:p></span></div>
<div class="MsoNormal" style="margin-left: 36.0pt;">
<a href="https://www.blogger.com/null" name="_Hlk483571861"></a><span style="font-family: "arial" , sans-serif;">A school cannot take and process a
student’s, under 18 years old, biometric data without the consent of the
parent/s or the student. Consent must be
given in writing from the parent/s.
Consent can be withdrawn at any time.<br /><br /><o:p></o:p></span></div>
<div class="MsoNormal" style="margin-left: 36.0pt; text-indent: 18.0pt;">
<span style="font-family: "arial" , sans-serif;">CONSENT<o:p></o:p></span></div>
<div class="MsoListParagraphCxSpFirst" style="margin-left: 72.0pt; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -18.0pt;">
<!--[if !supportLists]--><span style="font-family: "symbol"; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;">·<span style="font-family: "times new roman"; font-size: 7pt; font-stretch: normal; line-height: normal;">
</span></span><!--[endif]--><span style="font-family: "arial" , sans-serif;">If
one parent consents and the other does not, the non-consent takes precedence. <br /><br /><o:p></o:p></span></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 72.0pt; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -18.0pt;">
<!--[if !supportLists]--><span style="font-family: "symbol"; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;">·<span style="font-family: "times new roman"; font-size: 7pt; font-stretch: normal; line-height: normal;">
</span></span><!--[endif]--><span style="font-family: "arial" , sans-serif;">If
the parent/s consent and the student does not, the students non-consent takes precedence. <br /><br /><o:p></o:p></span></div>
<div class="MsoListParagraphCxSpLast" style="margin-left: 72.0pt; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -18.0pt;">
<!--[if !supportLists]--><span style="font-family: "symbol"; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;">·<span style="font-family: "times new roman"; font-size: 7pt; font-stretch: normal; line-height: normal;">
</span></span><!--[endif]--><span style="font-family: "arial" , sans-serif;">If
the parent/s do not consent and the student does consent, the parents
non-consent takes precedence.<br /><br /><o:p></o:p></span></div>
<div class="MsoNormal" style="margin-left: 36.0pt;">
<span style="font-family: "arial" , sans-serif;">If
a consent is not given the school “<i><span style="background: white;"><b>must ensure that reasonable alternative
means are available by which the child may do, or be subject to, anything which
the child would have been able to do, or be subject to, had the child’s
biometric information been processed</b></span></i><span style="background: white;">.</span>” as detailed in the <a href="http://www.legislation.gov.uk/ukpga/2012/9/part/1/chapter/2/enacted" target="_blank">Protection of Freedoms Act 2012,Chapter 2 Section 26 (7)</a>.<o:p></o:p></span></div>
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<br /></div>
<div class="MsoNormal">
<span style="background: white; color: #262626; font-size: 16.0pt; line-height: 107%;">Parents<o:p></o:p></span></div>
<div class="MsoNormal" style="margin-left: 36.0pt;">
<span style="background: white; font-family: "arial" , sans-serif;">Parent/s must be informed by the school that they
are using a biometric system and the school must gain written consent from the
parent/s to take and process their child’s biometric data. You may withdraw your consent at any time.<o:p></o:p></span></div>
<div class="MsoNormal" style="margin-left: 36.0pt;">
<span style="background: white; font-family: "arial" , sans-serif;">Schools do not always make it clear when asking
for consent that an alternative to the biometric system is available and that
non-consent ultimately lies with the student.<o:p></o:p></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span style="background: white; color: #262626; font-size: 16.0pt; line-height: 107%;">Students<o:p></o:p></span></div>
<div class="MsoNormal" style="margin-left: 36.0pt;">
<span style="background: white; font-family: "arial" , sans-serif;">Regardless of consent given by your parent/s you
alone determine whether a school takes and processes your biometric data. If you choose not to use a biometric system
the school must provide an alternative and must not withhold any services from
you that is available through their biometric system. You may withdraw your consent at any time.</span></div>
Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-1806481673922467222016-06-23T13:15:00.000+00:002016-06-23T13:21:38.713+00:00Schools asking for consent to process children's biometricsI am getting a lot of emails from concerned parents of children leaving primary school to go to secondary school with the way that the secondary schools are asking for consent to use their child's biometrics - fingerprint, fingertip data - and not offering an alternative method to access the catering, library, registration, etc, system. In this parents are feeling that their request for consent is coerced.<br />
<br />
<span style="color: red;"><span style="font-size: small;"><b>Schools MUST offer an alternative to biometrics</b></span></span>. <a href="http://www.legislation.gov.uk/ukpga/2012/9/part/1/chapter/2/enacted" target="_blank">The Protection of Freedoms Act 2012, Chapter 2, Section 27 (7)</a> states that: <br />
<br />
<blockquote class="tr_bq">
<i>The relevant authority must ensure that reasonable alternative means are available by which the child may do, or be subject to, anything which the child would have been able to do, or be subject to, had the child’s biometric information been processed.</i></blockquote>
<br />
Unfortunately some parents have been made to feel from schools that they are being unreasonable in not giving consent and that they are they only one objecting to biometric consent. You are not a 'problem parent'. You and your child have a right to not give the school biometric data - data that is absolutely unique, personal, highly precious and that needs to be secure for the child's life time.<br />
<br />
Parents feeling isolated by a school is a story I have heard over the past 10 years so many times from so many parents - you are not alone at all. I myself last year, when my child entered sixth form, was told by the Principal that I was the only parent objecting to them using my child's biometrics - I was not.<br />
<br />
Quite often the supplier of the biometric system to the school will also offer alternative means of accessing the system they provide. Examples are swipe card, PIN number and taking the names of the children at the point of sale at the till, so it shouldn't be an inconvenience for the school to offer alternative means of identification.<br />
<br />
The new <a href="http://eur-lex.europa.eu/legal-content/EN/TXT/?uri=uriserv:OJ.L_.2016.119.01.0001.01.ENG&toc=OJ:L:2016:119:TOC" target="_blank">EU General Data Protection Regulations</a> is law for every member state of the EU, including us. It came into law 27th April 2016. Schools are subject to this.<br />
<br />
Point 32 states:<br />
<blockquote class="tr_bq">
<i><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white; display: inline; float: none; font-size: small; font-style: normal; font-variant: normal; font-weight: normal; letter-spacing: normal; line-height: 20.8px; text-align: justify; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;">Consent should be given by a clear affirmative act establishing a freely given, specific, informed and unambiguous indication of the data subject's agreement to the processing of personal data relating to him or her, such as by a written statement, including by electronic means, or an oral statement.</span></span></i></blockquote>
<br />
Point 42 states:<br />
<blockquote class="tr_bq">
<i><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="background-color: white; display: inline; float: none; font-size: small; font-style: normal; font-variant: normal; font-weight: normal; letter-spacing: normal; line-height: 20.8px; text-align: justify; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;">Consent should not be regarded as freely given if the data subject has no genuine or free choice or is unable to refuse or withdraw consent without detriment.</span></span></i> </blockquote>
<br />
If anyone has any concerns or questions please don't hesitate to <a href="http://pippaking.blogspot.co.uk/p/contact.html" target="_blank">get in touch</a>, I'm really happy to help if I can.Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-20395638509999045642016-02-01T14:58:00.001+00:002016-02-01T15:03:34.297+00:00Consider carefully when consenting to children's biometrics in schools<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; text-align: left;"><tbody>
<tr><td style="text-align: center;"><span style="font-family: inherit;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjwBLwe0qoR5BOyRkklkX2WByk4fr5MDMIFP4bbEVguCQT1K8cdABTa4VvaGyeeGHI8_cerjISfUNvFP8ehWPK7NKpN0D_Yb70xlvCiS9FE8mIIBvZS9s2cOqPSVhGOczYMh82mNg/s1600/biometric+key.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="142" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjwBLwe0qoR5BOyRkklkX2WByk4fr5MDMIFP4bbEVguCQT1K8cdABTa4VvaGyeeGHI8_cerjISfUNvFP8ehWPK7NKpN0D_Yb70xlvCiS9FE8mIIBvZS9s2cOqPSVhGOczYMh82mNg/s200/biometric+key.jpg" width="200" /></a></span></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="font-family: inherit;">'Turning fingers into keys' <br />Credit: kaprik/shutterstock.com
</span></td></tr>
</tbody></table>
<span style="font-family: inherit;">There is a great article written by <a href="http://www.dpag.ox.ac.uk/team/brian-patton" target="_blank">Brian Patton</a>, University of Oxford, entitled "<a href="http://phys.org/news/2016-01-biometric-technology-schools.html" target="_blank">The trouble with taking biometric technology into schools</a>", that appeared in The Conversation earlier this month, which every parent and student should read before considering using their biometrics in schools.</span><br />
<br />
<span style="font-family: inherit;">Other than copy most of the article into this post I would urge a read of the article which succinctly discusses security, effectiveness, implications of a data breach and consent. </span><br />
<br />
<span style="font-family: inherit;">Schools and biometric companies supplying schools are keen to reassure parents and students that it is not a (pictorial) fingerprint that is being stored but simply a number string - a number string completely unique and specific to your child's 'bio' body 'metric' measure.</span><br />
<br />
<span style="font-family: inherit;">Patton makes the valid point that: </span><br />
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
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<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
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<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
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<w:LsdException Locked="false" Priority="19" QFormat="true"
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<w:LsdException Locked="false" Priority="31" QFormat="true"
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<w:LsdException Locked="false" Priority="32" QFormat="true"
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<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
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<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
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<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
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<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
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<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
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</span><br />
<blockquote class="tr_bq">
<span style="font-family: inherit;"></span><br />
<div class="MsoNormal">
<span style="font-family: inherit;">"<i>For other biometric data it's important to remember
that what is being matched within the computer is not, say, one fingerprint
against another. It is a set of data drawn from the features of the scanned
body part – a numerical abstraction. Steal this key and you have effectively
stolen that part of the person.</i>"</span></div>
<span style="font-family: inherit;">
</span></blockquote>
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<span style="font-family: inherit;">He also goes on to say that, </span><br />
<blockquote class="tr_bq">
<span style="font-family: inherit;"></span><br />
<div class="MsoNormal">
<span style="font-family: inherit;">"<i>...a data breach will mean these type of scans
will be untrustworthy for the pupils – for the rest of their lives. </i></span></div>
<span style="font-family: inherit;">
<i>
</i><div class="MsoNormal">
<i>And therein lies another issue: with the potential for
life-long consequences, are pupils, some below the age of 16, competent to opt
in to such a scheme? And what of those who opt out? It's one thing to ask
adults to weigh up the balance between convenience and risk, but there are two
likely issues that would make this harder in schools. There is an inbalance of
power between those wanting to implement the technology and those subject to
it. This raises serious concerns about informed consent – perhaps one of
the reasons why in 2012 using <a href="http://pippaking.blogspot.co.uk/p/legal-law.html" target="_blank">biometrics was banned in English state schoolswithout parents' consent</a>.</i>"</div>
</span></blockquote>
<span style="font-family: inherit;">
</span><br />
<br />
<span style="font-family: inherit;">It is unclear if there have been any data breaches of biometric databases in schools as the UK <a href="https://ico.org.uk/" target="_blank">Information Commissioner's Office</a> (responsible for the UK Data Protection Act), <a href="https://www.whatdotheyknow.com/request/compromised_biometric_databases#incoming-532667" target="_blank">in response to a Freedom of Information request regarding compromised biometric databases specifically in education</a>, are "<i><b>unable to conduct an electronic search of our system using the term ‘biometric</b>’</i>" and so could not supply information on <span style="font-family: inherit;">if there has been any data breaches of</span> children's biometric data in schools. </span><br />
<br />
<span style="font-family: inherit;">There are potentially long term, unknown consequences to this biometric technology used on the youngest generation in society - we are experimenting with it on our children in schools for daily activities that can be easily undertaken, quite adequately, without the use of biometrics.</span><br />
<br />
<span style="font-family: inherit;">I guess an individual will only know when their biometric data has been compromised when in the future they hit a problem regarding their biometrics. How will they know when it was compromised, by whom and where their very personal digital identity has gone? <br /><br />In the words of Brian Drury, IT Security Consultant: </span><br />
<blockquote class="tr_bq">
<b><i><span style="font-family: inherit;">"Once a child
has touched a [biometric] scanner they will be at the mercy of the matching
algorithm for the rest of their lives."</span></i></b></blockquote>
<span style="font-family: inherit;"><i></i></span>Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-45571273812568187662015-07-19T11:21:00.000+00:002015-07-19T11:24:26.571+00:00Facial recognition scrapped in San Diago schools <span itemprop="articleBody"><a href="http://ww2.eusd.net/Pages/Home.aspx" target="_blank">Encinitas Union School District</a> has scrapped iPad facial recognition replacing passwords. A system that was thought to initially cost $63,000 <a href="http://findbiometrics.com/san-diego-school-district-cancels-biometrics-27166/" target="_blank">spiraled to $189,000</a> purely for <a href="http://www.encinitasadvocate.com/news/2015/mar/19/encinitas-district-ipad-facial-recognition/" target="_blank"><i>"eliminating a common complaint: having to remember too many passwords for various programs on the devices."</i></a></span><br />
<br />
<span itemprop="articleBody">How utterly ridiculous! If children cannot remember a few passwords to log into an iPad how on earth is a school to hope children will retain lesson content?</span><br />
<br />
<span itemprop="articleBody">What is more worrying is that teachers also <i>"</i></span><i>dedicate a lot of time to logging
in". </i>Apparently with this new facial recognition programme it is a <i>“walk through one door and you’re into everything,”...</i>erm, isn't that what an iPad password does anyway?<br />
<br />
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgyOrRcokLit0kU4O2_KsOaZXzJaauq2_9per6SSPAvzeY5kzeREB99RAOiZPwOUqa_wxLii83QBtDyxp9TMxjqU4jdbNDDrjliGDZ_R70_RzOCwGyzO8mgGtbshsKvonSLyqi-mg/s1600/Biometric+BS+Alert.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="92" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgyOrRcokLit0kU4O2_KsOaZXzJaauq2_9per6SSPAvzeY5kzeREB99RAOiZPwOUqa_wxLii83QBtDyxp9TMxjqU4jdbNDDrjliGDZ_R70_RzOCwGyzO8mgGtbshsKvonSLyqi-mg/s200/Biometric+BS+Alert.jpg" width="200" /></a><br />
The whole sales pitch on this was completely flawed - in fact it was a load of rubbish and parents were not falling for it. A solution to a problem that simply did not exist and parents rightly saw through this.<br />
<br />
<br />
It's strange isn't it? Outside school children are quite capable of remembering passwords for computers, tablets and mobile phones. As a parent I can absolutely say that I have never heard another parent moan about their child's inability to remember a password or had any conversation with another parent about their child's passwords being stolen or compromised. So it's very odd that when a child enters school this sudden amnesia becomes a problem that potentially costs the tax payer $189,000. I would say that is unbelievable. <br />
<br />
If maybe, possibly, this peculiar amnesia is true, then surely $189,000 could be better spent to fund research into this strange phenomenon of kids forgetting passwords... I don't think we'll see that happen because this sudden loss of memory in our children does not exist - and we parents know it.<br />
<br />
A <a href="https://www.change.org/p/encinitas-union-school-district-reconsider-the-contract-with-virtual-keyring-llc-dated-march-18-2015-to-pilot-biometrics-facial-recognition-student-ipads#petition-letter" target="_blank">petition was set up by a parent</a> that gained over 360 signatures and was successful in swaying opinion that biometric facial recognition is a completely unnecessary and inappropriate technology to use with children.<br />
<br />
<a href="http://findbiometrics.com/san-diego-school-district-cancels-biometrics-27166/" target="_blank">Findbiometrics say</a> on the failed programme- <br />
<br />
<i>"At a time when biometric technology is increasingly finding applications in schools – from deployments as innocuous as <a href="http://findbiometrics.com/kids-to-scan-fingers-for-school-lunches-23056/" target="_blank">cafeteria lunch administration</a> to more <a href="http://findbiometrics.com/facial-recognition-deployed-at-st-louis-high-school-23094/" target="_blank">serious security systems</a>
– the EUSD fiasco signals how precarious this area can be, given the
privacy and security concerns that often seem to come up with public
biometric deployments, and parents’ particularly strong interest in
protecting their kids." </i><br />
<br />
- No sh*t Sherlock.Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com1tag:blogger.com,1999:blog-35796774.post-82140031731331973582015-06-14T12:16:00.001+00:002015-06-14T12:44:00.288+00:00Biometric facial recognition in educationFacial recognition is a biometric technology not much used
in education.<span style="mso-spacerun: yes;"> </span>If it is to be used it has been
mooted that it will track children’s facial expressions to gauge response to
lessons or on screen learning but it is now starting to creep into identifying
and verification of students.<br />
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
In the UK, facial recognition systems are not used in
schools with the exception of one small instance of <a href="http://www.dailymail.co.uk/news/article-1317520/School-installs-9k-facial-recognition-cameras-stop-students-turning-late.html">facial
recognition being used in education</a> in 2010 at the City of Ely Community
College for registration purposes.<span style="mso-spacerun: yes;"> </span>The
college no longer uses the facial recognition system as it wasn’t suitable for
the purpose intended; the scheme ran for around an academic year before being
scrapped.</div>
<div class="MsoNormal">
<br /></div>
<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg6xG4gjTMmsabgW8MbX4aqgnpYNQR4LmPx4wFp5a0q9UoIaQ8D8i11X7sQwcjdc32UKXb13Ekewx3ba43AfH2CSownoAaQZMt0sfyO0zAwHA38eyuEr9GhNRhd9nPW3-cWIJhANw/s1600/iPads_2_r620x349.jpg" imageanchor="1" style="clear: left; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" height="180" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg6xG4gjTMmsabgW8MbX4aqgnpYNQR4LmPx4wFp5a0q9UoIaQ8D8i11X7sQwcjdc32UKXb13Ekewx3ba43AfH2CSownoAaQZMt0sfyO0zAwHA38eyuEr9GhNRhd9nPW3-cWIJhANw/s320/iPads_2_r620x349.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><i>U-T San Diego file photo</i></td></tr>
</tbody></table>
<div class="MsoNormal">
Now the technology has matured over the past 5 years, facial
recognition is coming back into education.<span style="mso-spacerun: yes;">
</span>Encinitas Union School District, in California, students will <a href="http://www.encinitasadvocate.com/news/2015/mar/19/encinitas-district-ipad-facial-recognition/">log
in to their iPads via facial recognition</a> technology for a first-of-its-kind
pilot project.<span style="mso-spacerun: yes;"> </span>This involves the iPad
scanning the child’s face every 60 seconds claiming to help kids log on to
technology and for them not to forget their passwords.<span style="mso-spacerun: yes;"> </span>If a child cannot be taught to remember their
password then what hope is there for the schools to actually educate them!<span style="mso-spacerun: yes;"> </span>This is not about remembering passwords or
saving time logging on.<span style="mso-spacerun: yes;"> </span>This is about
constantly verifying the student so that the data controllers running the
educational software can accurately gather data on that individual. So here
facial recognition is being used to identify and continuously verify.<span style="mso-spacerun: yes;"> </span>Not without controversy though, parents are
not happy with this constant biometric facial scanning for a number of reasons,
invasion of privacy of minors and a that it a waste of money, with <a href="https://www.change.org/p/encinitas-union-school-district-reconsider-the-contract-with-virtual-keyring-llc-dated-march-18-2015-to-pilot-biometrics-facial-recognition-student-ipads">a
petition set up</a> against the facial recognition technology being used in
this schools district. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
From the <a href="http://m.utsandiego.com/news/2015/may/23/Encinitas-ipad-facial-recognition-biometrics/">San
Diego Union Tribune</a>:</div>
<blockquote>
<i style="mso-bidi-font-style: normal;">“Encinitas Union launched its iPad
program in 2012, equipping each third-through sixth-grade student with a device
to use for school work and lessons. Since then, the district has put iPads into
the hands of all of its 5,400 students, at a cost of $2.7 million. </i><br />
<i style="mso-bidi-font-style: normal;">
</i>
<i style="mso-bidi-font-style: normal;">
“It’s creepy to take a photograph of a kid every 60 seconds,” said Gil Saidy,
who has a third grade son at Flora Vista Elementary School. “I don’t trust
them. I don’t want these roving cameras in my house.”</i></blockquote>
<blockquote>
<div class="MsoNormal">
<i style="mso-bidi-font-style: normal;">“It’s a momma-bear’s
instinct to protect their child. I just don’t know who has access to the face
scans,” said another parent, Darcy Brandon. “Where is the data being stored?”</i></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<i style="mso-bidi-font-style: normal;">The pilot program
would start with 100 students and, if successful, the technology could
ultimately be added to all district iPads. Parents must opt-in to have their
child use biometrics.” </i></div>
</blockquote>
<div class="MsoNormal">
At the very least it is an opt-in scheme so hopefully most
parents will have the common sense to say ‘no’ to this unnecessary use of
facial recognition, desensitising our kids to constant monitoring.</div>
<div class="MsoNormal">
Unlike fingerprint or palm scanning biometrics used in
schools, facial recognition is a non-participatory biometric with the ubiquitous
scanning happening without conscious involvement. What else is the facial
scanning revealing?<span style="mso-spacerun: yes;"> </span> </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Educational companies are lining
up with emotional face biometrics coming into education gauging how a student
is feeling, where their eyes are looking, how they are reacting.<span style="mso-spacerun: yes;"> </span>An article from <a href="http://news.yahoo.com/blogs/future-is-now/biometrics-help-teachers-track-students--every-move-165708623.html">September
2013</a> reports that <a href="http://labs.sensorstar.com/sensorstar-hq.html" target="_blank">SensorStar Labs</a> have a product that records <span style="mso-spacerun: yes;"></span><i><b>“When the student is looking up at the
teacher, the teacher score goes up. If she looks down at the computer, the
computer score goes up. So we’re tracking facial expressions. If she makes a
smile, it might be indicative that is enthusiastic about the topic.”</b></i></div>
<div class="MsoNormal">
<br />
Facial recognition has also been introduced at St Mary's High School, St Louis, for 'safety' reasons only allowing in to school registered members on the database. This is thought to be the first instance of facial recognition being used in this way in the States. There is also a 'watch list' of peoples faces not allowed in the school<i><b> </b></i>that alerts law enforcement if those persons of interest try to enter.<i><b> </b></i>Presumably opting out of this facial recognition system is not an option for pupils as it would deny them entry to education.<i><b><br /></b></i></div>
<div class="MsoNormal">
<br /></div>
<div class="separator" style="clear: both; text-align: center;">
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<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Facial recognition seems to be emerging as the new educational biometric. Not for the student convenience or safety, more about verification of data capture... who is where, doing what and when. </div>
<div class="MsoNormal">
<br />
Children are the most data mined section of our society. Biometric facial verification more accurately authenticates the data grab and profiling of our kids. </div>
<div class="MsoNormal">
<br /></div>
<div class="separator" style="clear: both; text-align: center;">
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Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-78302289668174712832015-02-09T14:41:00.005+00:002015-02-09T14:44:01.116+00:00Compulsory fingerprinting for primary school children in AustraliaFingerprinting children in school, especially primary school children, is a contentious issue - with parents and children having the right in the UK not to participate. Schools<a href="http://www.legislation.gov.uk/ukpga/2012/9/part/1/chapter/2/enacted" target="_blank"> must seek written consent</a> to take and process a child's biometric data.<br />
<br />
Not so in Australia it seems.<br />
<br />
In this <a href="http://www.adelaidenow.com.au/news/south-australia/east-para-primary-school-pupils-to-have-fingerprints-scanned-as-part-of-new-student-attendance-record-keeping-program/story-fni6uo1m-1227210951407?nk=405435087bec8106b899cc26a001deeb" target="_blank">article</a> it reported that <a href="http://www.epps.sa.edu.au/" target="_blank">East Para Primary School</a> has told parents they have "<b>no choice</b>" in the matter for a school registration system that will eventually be introduced for parents too if they want to enter the school. The school's <a href="http://www.epps.sa.edu.au/docs/Newsletters/2015/term1week2.pdf" target="_blank">current newsletter</a> states the same blerb parents have had here in the UK reassuring that no image of the fingerprint will be stored, it cannot be reconstructed and the biometric data will not be given to government or agencies... but put plainly it is a biometric mark/measure of your child's body, in this case a fingerprint, that has to stay secure, safe and never be compromised.<br />
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Giving up ones biometric may not be considered a proportionate use of personal data. Parents should be able to decide what level of privacy they want for themselves and their children in this respect.<br />
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The article <a href="http://www.adelaidenow.com.au/news/south-australia/east-para-primary-school-pupils-to-have-fingerprints-scanned-as-part-of-new-student-attendance-record-keeping-program/story-fni6uo1m-1227210951407?nk=405435087bec8106b899cc26a001deeb" target="_blank">'East Para Primary School pupils to have fingerprints scanned as part of new student attendance record-keeping program</a>' goes on to report: <br />
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<blockquote class="tr_bq">
<i>School mother Sandra Tomasin said she was disgusted by the move and immediately rang the school to ask that her Year 1 son be exempt from the program.<br /><br />“They have told me that I have no choice,’’ Ms Tomasin said.<br /><br />“It is an invasion of privacy. I don’t want to let it happen but I want to keep him at the school.’’<br /><br />Ms Tomasin said regardless of whether or not finger prints were stored by the system, primary school children having to scan their fingers when they came and went to school was outrageous.</i></blockquote>
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Sandra Tomasin is rightly outraged and should have a right for her child to attend school and NOT having to give up their biometric data.<br />
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In the UK schools fell short of giving this ultimatum as it was thought to breach <a href="http://www.legislation.gov.uk/ukpga/1998/42/contents" target="_blank">Human Rights legislation</a> by denying a service to a child because they chose not to give up their biometric data, any ultimatum of this sort was also on shaking grounds with <a href="https://www.unicef.org.uk/Documents/Publication-pdfs/betterlifeleaflet2012_press.pdf" target="_blank">Article 16</a> of the UN Convention on the Rights of the Child (right to privacy) <i>"Every child has the right to privacy. The law should protect the child’s private, family and home life."</i> - which does apply to Australia.<br />
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The <a href="http://web.archive.org/web/20140106142045/https://www.privacyinternational.org/press-releases/pi-condemns-mass-fingerprinting-of-uk-primary-school-children" target="_blank">below statement</a> was made by <a href="https://www.privacyinternational.org/" target="_blank">Privacy International </a>in 2002 about library systems that used children's fingerprint biometrics in the UK to log books in and out. It is still applicable now. <br />
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" width="640" />Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0tag:blogger.com,1999:blog-35796774.post-33530731401685662952014-12-16T14:51:00.000+00:002014-12-16T14:51:01.210+00:00Legal advice for schools that feel the need to use children's biometric data<div class="separator" style="clear: both; text-align: center;">
<iframe allowfullscreen='allowfullscreen' webkitallowfullscreen='webkitallowfullscreen' mozallowfullscreen='mozallowfullscreen' width='320' height='266' src='https://www.youtube.com/embed/0E3JOdEyeBY?feature=player_embedded' frameborder='0'></iframe></div>
<span id="goog_1142743508">If UK schools feel the need to process children's biometric data they should take note of this very informative piece of <a href="http://youtu.be/0E3JOdEyeBY" target="_blank">legal advice</a> from <a href="http://www.education-advisors.com/" target="_blank">Browne Jacobson</a>.</span> Schools cannot discriminate against pupils who are not participating in a biometric database and must offer an alternative.<br />
<br />
My child has been home educated for the period of their high school education and recently entered back into mainstream education, now attending the local college to do AS levels. The college botched an attempt to gain parental consent for a new biometric system, introduced September 2014 to make the college 'cashless'. They swept the consent for biometrics into the medical and school trip consent. Needless to say the college was informed how the consent process works after I did not sign the consent for anything.<br />
<br />
My child can still eat as he is identified via his photograph on the school system. We parents have to transfer money to the student account for him to pay for this. We don't as... <br />
<ul>
<li>It is a hassle to transfer money - I do not need 'another' thing to do online</li>
<li>I do not want a digital record to be held of his eating habits</li>
<li>I am not certain where that information goes</li>
<li>Food from the local sandwich shop is cheaper, fresher and it feeds the local economy</li>
</ul>
He, along with his friends, enjoys the fresh air of lunch time walking to the local sandwich shop to eat. However, my child is still discriminated against in the college as he is unable to use the biometric vending machines (which in itself may not be a bad thing given the food contained). I will be following this up with the college as a point.<br />
<br />
Interestingly, through hearsay from students attending the college, the biometric system has been an epic fail with many students not participating. Apparently the lunch sales have to dipped to only 11% of what it was previously, so much so that the lure of a mountain bike has been offer to those students buying a 'meal deal' with their fingerprint - their name goes into the draw for the bike. Pavlovian?<br />
<br />
I just wonder who is paying for this incentive to fingerprint the students? Pippa Kinghttp://www.blogger.com/profile/12248669312548711313noreply@blogger.com0