{"id":1163,"date":"2023-01-20T17:21:39","date_gmt":"2023-01-20T16:21:39","guid":{"rendered":"https:\/\/www.uni.lu\/snt-fr\/events\/transcending-transcend-revisiting-malware-classification-in-the-presence-of-concept-drift\/"},"modified":"2023-01-20T17:21:39","modified_gmt":"2023-01-20T16:21:39","slug":"transcending-transcend-revisiting-malware-classification-in-the-presence-of-concept-drift","status":"publish","type":"events","link":"https:\/\/www.uni.lu\/snt-fr\/events\/transcending-transcend-revisiting-malware-classification-in-the-presence-of-concept-drift\/","title":{"rendered":"Transcending Transcend: Revisiting Malware Classification in the Presence of Concept Drift"},"content":{"rendered":"<section class=\"wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\"><p>Join us on Wednesday 25 January at 10:30 in JFK, room E004\/005,\u00a0for a talk by\u00a0<strong><a href=\"https:\/\/www.linkedin.com\/in\/lorenzocavallaro\/?originalSubdomain=uk\" target=\"_self\" title=\"https:\/\/www.linkedin.com\/in\/lorenzocavallaro\/?originalSubdomain=uk\" rel=\"noopener\">Professor Lorenzo Cavallaro<\/a>\u00a0<\/strong>from University College London (UCL) as he presents\u00a0<strong>Transcending Transcend: Revisiting Malware Classification in the Presence of Concept Drift.<\/strong><\/p><p>Lorenzo Cavallaro is a\u00a0<strong>Full Professor of Computer Science<\/strong>\u00a0in the Department of Computer Science at\u00a0<strong>UCL<\/strong>, where he leads\u00a0the\u00a0<strong><a href=\"https:\/\/s2lab.cs.ucl.ac.uk\/\" target=\"_self\" title=\"https:\/\/s2lab.cs.ucl.ac.uk\" rel=\"noopener\">Systems Security Research Lab<\/a><\/strong>. His research focuses on understanding and improving the\u00a0effectiveness of machine learning methods for systems security in the presence of adversaries. In particular, Lorenzo\u00a0and his lab investigate the intertwined relationships of program analyses and machine learning and the implications they\u00a0have towards realizing Trustworthy ML for Systems Security. Lorenzo publishes at and sits in the PC of top-tier\u00a0conferences in computer security and received the Outstanding Paper Award at USENIX Security 2022.<\/p><p>In this talk, Professor Cavallaro will introduce\u00a0<strong>TRANSCENDENT<\/strong>,\u00a0<strong>a rejection framework built on Transcend<\/strong>, a classification with a rejection strategy based on conformal prediction theory. He will discuss the formal treatment of Transcend and showcase newly proposed conformal evaluators, with their different guarantees and computational properties. Attendees will learn how TRANSCENDENT outperforms state-of-the-art approaches while generalizing across various malware domains and classifiers. The insights presented in this talk will support both old and new empirical findings, making Transcend a sound and practical solution for the first time. The TRANSCENDENT framework will be released as open-source to aid the adoption of rejection strategies by the security community.<\/p><p>Don&rsquo;t miss this opportunity to hear from an expert in the field and learn about the latest developments in malware classification.<\/p><\/div><\/section>","protected":false},"excerpt":{"rendered":"<p>Join us on Wednesday 25 January at 10:30 in JFK, room E004\/005,\u00a0for a talk by\u00a0Professor Lorenzo Cavallaro\u00a0from University College London (UCL) as he presents\u00a0Transcending Transcend: Revisiting Malware Classification in the Presence of Concept Drift.<\/p>\n","protected":false},"author":0,"featured_media":1164,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"featured_image_focal_point":[],"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"","uluxPrePostTitle":"","_trash_the_other_posts":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"event_start_date":"2023-01-25 10:30:00","event_end_date":"2023-01-25 11:30:00","event_speaker_name":" Professor Lorenzo Cavallaro","event_speaker_link":"","event_is_online":false,"event_location":"Campus Kirchberg, JFK, room E004\/005","event_street":"","event_location_link":"","event_zip_code":"","event_city":"","event_country":"LU"},"events-topic":[],"events-type":[],"organisation":[183],"authorship":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v22.3) - 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