{"643343":{"#nid":"643343","#data":{"type":"event","title":"PhD Proposal by Erkam Uzun","body":[{"value":"\u003Cp\u003ETitle: Security and Privacy in Biometrics-Based Systems\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EErkam Uzun\u003C\/p\u003E\r\n\r\n\u003Cp\u003EPh.D. Student in Computer Science\u003C\/p\u003E\r\n\r\n\u003Cp\u003ESchool of Computer Science\u003C\/p\u003E\r\n\r\n\u003Cp\u003ECollege of Computing\u003C\/p\u003E\r\n\r\n\u003Cp\u003EGeorgia Institute of Technology\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDate: January 28, 2021\u003C\/p\u003E\r\n\r\n\u003Cp\u003ETime: 12:00 PM to 02:00 PM (EST)\u003C\/p\u003E\r\n\r\n\u003Cp\u003ELocation (remote via Bluejeans): \u003Ca href=\u0022https:\/\/gatech.bluejeans.com\/482795225\u0022\u003Ehttps:\/\/gatech.bluejeans.com\/482795225\u003C\/a\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003ECommittee\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Wenke Lee (Advisor, School of Computer Science, Georgia Institute of Technology)\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Mustaque Ahamad (School of Computer Science, Georgia Institute of Technology)\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Irfan Essa (School of Interactive Computing, Georgia Institute of Technology)\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Alexandra Boldyreva (School of Computer Science, Georgia Institute of Technology)\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Vladimir Kolesnikov (School of Computer Science, Georgia Institute of Technology)\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EAbstract\u003C\/p\u003E\r\n\r\n\u003Cp\u003EAdvancement in deep learning (DL) based biometric identification and the proliferation of affordable sensors made biometrics pivotal players in authentication and surveillance systems. On the one hand, major companies (e.g., MasterCard, AliPay) already adopted facial\/voice-based authentication as part of their security measures. On the other hand, governments and private sectors use biometric recognition for a broader impact, such as identifying and catching \u0026ldquo;person of interest\u0026rdquo;, or targeted advertisement. While these technologies could have enormous impacts, existing biometric authentication and surveillance systems are vulnerable to several kinds of attacks and jeopardize the privacy of people\u0026#39;s sensitive data. In this proposal, I aim to provide solutions to these challenges. First, I will present vulnerabilities against impersonation attacks in an authentication setting. Our study shows that many cloud-based audio\/visual recognition systems (e.g., Amazon Rekognition) can be defeated by the crudest impersonations. Then, I will briefly present our live biometric verification system, the Real Time Captcha (rtCaptcha), a practical approach that places a formidable computational burden on the attacker by combining dynamic, live detection with a randomized Captcha challenge for stronger security. Then, I will present our privacy-preserving remote biometric authentication system, Justitia, which makes DL-inferences of biometric data compatible with the standard privacy-preserving primitives, like fuzzy extractors. Justitia lets a remote server to authenticate a client without receiving his\/her biometric data in the process of enrollment and authentication. In the end, I will briefly discuss my ongoing research that uses secure multi-party computation techniques for a privacy-preserving biometric search.\u003C\/p\u003E\r\n\r\n\u003Cp\u003E----------------------------------\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EAdditional Meeting Details\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EMeeting URL\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Ca href=\u0022https:\/\/bluejeans.com\/482795225\u0022\u003Ehttps:\/\/bluejeans.com\/482795225\u003C\/a\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EMeeting ID\u003C\/p\u003E\r\n\r\n\u003Cp\u003E482 795 225\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EModerator Passcode (if required): 1448\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EWant to dial in from a phone?\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDial one of the following numbers:\u003C\/p\u003E\r\n\r\n\u003Cp\u003E+1.408.419.1715 (United States(San Jose))\u003C\/p\u003E\r\n\r\n\u003Cp\u003E+1.408.915.6290 (United States(San Jose))\u003C\/p\u003E\r\n\r\n\u003Cp\u003E(see all numbers - \u003Ca href=\u0022https:\/\/www.bluejeans.com\/numbers\u0022\u003Ehttps:\/\/www.bluejeans.com\/numbers\u003C\/a\u003E)\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EEnter the meeting ID and passcode followed by #\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EConnecting from a room system?\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDial: bjn.vc or 199.48.152.152 and enter your meeting ID \u0026amp; passcode\u003C\/p\u003E\r\n","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":"","field_summary_sentence":[{"value":"Security and Privacy in Biometrics-Based Systems "}],"uid":"27707","created_gmt":"2021-01-22 16:53:13","changed_gmt":"2021-01-22 16:53:13","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2021-01-29T12:00:00-05:00","event_time_end":"2021-01-29T14:00:00-05:00","event_time_end_last":"2021-01-29T14:00:00-05:00","gmt_time_start":"2021-01-29 17:00:00","gmt_time_end":"2021-01-29 19:00:00","gmt_time_end_last":"2021-01-29 19:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}}}