{"id":33646,"date":"2023-02-16T16:24:09","date_gmt":"2023-02-16T15:24:09","guid":{"rendered":"https:\/\/alumni.polimi.it\/?p=33646"},"modified":"2024-09-26T14:45:56","modified_gmt":"2024-09-26T12:45:56","slug":"proteggere-i-dati-biometrici-dovremmo-stare-piu-attenti-quando-mostriamo-la-faccia","status":"publish","type":"post","link":"https:\/\/alumni.polimi.it\/en\/2023\/02\/16\/proteggere-i-dati-biometrici-dovremmo-stare-piu-attenti-quando-mostriamo-la-faccia\/","title":{"rendered":"Biometric data, be careful when showing your face online"},"content":{"rendered":"<p>We stress about refusing the use of cookies, we get angry if a telemarketing company gets our phone number without our knowledge. We see our privacy as important, yet we are not always aware that we are putting it at risk. How many times a day do we step into the view of a <strong>surveillance camera<\/strong> without even realising? <\/p>\n\n\n\n<p class=\"translation-block\"><strong>Do we know where our images of us will be collected and stored?<\/strong> Do we know who will use them, and for what purpose? Most of the time, the answer is no. This is the premise behind Rachele Didero\u2019s work, a student designer at the Politecnico di Milano, who has patented Adversarial Knitted Textile. She has come up with a method for putting together <strong>pieces of clothing that can protect the wearer against automated facial recognition.<\/strong><\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"958\" height=\"1024\" src=\"http:\/\/alumni.polimi.it\/wp-content\/uploads\/fondazione-CRT-958x1024.webp\" alt=\"rachele didero\" class=\"wp-image-33647\" srcset=\"https:\/\/alumni.polimi.it\/wp-content\/uploads\/fondazione-CRT-958x1024.webp 958w, https:\/\/alumni.polimi.it\/wp-content\/uploads\/fondazione-CRT-281x300.webp 281w, https:\/\/alumni.polimi.it\/wp-content\/uploads\/fondazione-CRT-768x821.webp 768w, https:\/\/alumni.polimi.it\/wp-content\/uploads\/fondazione-CRT-11x12.webp 11w, https:\/\/alumni.polimi.it\/wp-content\/uploads\/fondazione-CRT.webp 1437w\" sizes=\"auto, (max-width: 958px) 100vw, 958px\" \/><figcaption class=\"wp-element-caption\">Credits: <a href=\"https:\/\/www.fondazionecrt.it\/storie-talenti\/algoritmo-rachele-didero\/\" target=\"_blank\" rel=\"noreferrer noopener\">Fondazione CRT<\/a><\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>It works thanks to adversarial patterns ('clashing images'): seemingly abstract images that can confuse surveillance camera algorithms. Essentially, if I wear a piece of clothing that is patterned with a clashing image, my biometric facial data cannot be detected, or is placed into an incorrect category, for example in 'animal' instead of 'person', and therefore is not stored. <\/p>\n\n\n\n<p>The Adversarial Knitted Textile method, patented together with the Politecnico di Milano with the support of Prof. Giovanni Maria Conti, allows the adversarial algorithm to be transferred into a mesh fabric without losing its effectiveness. The patterns confuse facial recognition cameras, thus protecting the person's identity. <a href=\"https:\/\/dipartimentodesign.polimi.it\/en\/staff\/show\/47247\" target=\"_blank\" rel=\"noreferrer noopener\">prof. Giovanni Maria Conti<\/a>allows the adversarial algorithm to be transferred into a mesh fabric without losing its effectiveness. The patterns confuse facial recognition cameras, thus protecting the person's identity.&nbsp;<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"VIDEO TEASER Adversarial Knitted Fashion\" width=\"1170\" height=\"878\" src=\"https:\/\/www.youtube.com\/embed\/Bj6Qi0oSniw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">RACHELE DIDERO: DESIGNER, RESEARCHER AND ENTREPRENEUR AMONG FASHION AND HIGH-TECH&nbsp;<\/h2>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"translation-block\">Rachele Didero, <strong>27<\/strong>, enrolled in <strong>Fashion Design at the Politecnico di Milano<\/strong> after graduating. During her studies, she travelled a lot and had a lot of international experiences; she attended the ESDI design school in Barcelona, the Shenkar College in Tel Aviv and the Fashion Institute of Technology in New York. She states that it was there, in 2019, that she discovered the potential of <strong>combining computer science and textiles<\/strong>.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote is-style-large is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\"I decided to delve deeper into the research once I returned to Milan and choose it as the topic for my Master's dissertation. The first experiments, in January 2020, took place at the Politecnico di Milano.\" <\/p>\n<\/blockquote>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"translation-block\">After months of research, in collaboration with Shenkar College, including the textile industry, machine learning and anthropometry, the adversarial fabric took shape. Didero tested it against YOLO, the most advanced real-time object-recognition system, and <strong>patented it<\/strong> in February 2021, <strong>in co-ownership with the Politecnico<\/strong>. The three-dimensional structure of the mesh fabric and its patterns reproduce adversarial images in a way that <strong>effectively counters facial recognition algorithms<\/strong>, thus protecting the user's identity.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1008\" height=\"1024\" src=\"http:\/\/alumni.polimi.it\/wp-content\/uploads\/wired-1008x1024.webp\" alt=\"rachele didero cap_able\" class=\"wp-image-33650\" srcset=\"https:\/\/alumni.polimi.it\/wp-content\/uploads\/wired-1008x1024.webp 1008w, https:\/\/alumni.polimi.it\/wp-content\/uploads\/wired-295x300.webp 295w, https:\/\/alumni.polimi.it\/wp-content\/uploads\/wired-768x780.webp 768w, https:\/\/alumni.polimi.it\/wp-content\/uploads\/wired-12x12.webp 12w, https:\/\/alumni.polimi.it\/wp-content\/uploads\/wired.webp 1052w\" sizes=\"auto, (max-width: 1008px) 100vw, 1008px\" \/><figcaption class=\"wp-element-caption\">Credits: Wired<\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">A MANIFESTO FOR HUMAN RIGHTS&nbsp;<\/h2>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"translation-block\">In 2021, Didero founded the start-up Cap_able, with which she prototyped the first Adversarial Knitted Textile clothing collection, the <strong>Manifesto Collection<\/strong>. A name not chosen by chance, she comments.<\/p>\n\n\n\n<p class=\"translation-block\">Every morning, as soon as we wake up, we choose what clothes to wear, an outfit that will accompany us throughout the day and represent our image in the world and in our interactions with others. For Didero, this is the first <strong>conscious communication action<\/strong> we take, a choice that can become a vehicle for our values, including our human rights.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<blockquote class=\"wp-block-quote is-style-large is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"translation-block\">\"In a world where <strong>data is the greatest economic resource, Cap_able addresses the issue of privacy<\/strong>, sparking the discussion on the importance of protecting against the misuse of biometric recognition cameras\u201d<\/p>\n<\/blockquote>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"translation-block\"><strong>Our facial image is a form of biometric data in the same way as our fingerprints or DNA<\/strong>. People should be able to give their explicit consent to the processing of their data, but this is impossible in the case of facial recognition, given that we would have to give consent every time we entered a public space where surveillance cameras are used.<\/p>\n\n\n\n<p>\u201cManifesto\u2019s aim is to raise awareness about the right to privacy and the protection of biometric data, an issue that is often overlooked despite the fact that it affects the majority of citizens worldwide. The value of this project is two-fold: the clothing is not only a shield against biometric recognition, but it is also, and predominantly, a manifesto intended to spark debate on the importance of protection against the misuse of facial recognition cameras\u201d.&nbsp;<\/p>\n\n\n\n<div style=\"height:139px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>","protected":false},"excerpt":{"rendered":"<p>Ci preoccupiamo di rifiutare l\u2019uso dei cookie, ci arrabbiamo se una compagnia di telemarketing ottiene il nostro numero di telefono a nostra insaputa. Consideriamo importante la nostra privacy, eppure non [&hellip;]<\/p>\n","protected":false},"author":29,"featured_media":33653,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[644],"tags":[],"class_list":["post-33646","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-startupper"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Rachele Didero &quot;veste&quot; i dati biometrici<\/title>\n<meta name=\"description\" content=\"Rachele Didero, designer del Politecnico di Milano, con Cap_able brevetta gli abiti anti-riconoscimento facciale.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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