{"id":2164,"date":"2025-10-01T12:15:22","date_gmt":"2025-10-01T10:15:22","guid":{"rendered":"https:\/\/pepr-defmal.loria.fr\/?p=2164"},"modified":"2025-10-01T12:15:22","modified_gmt":"2025-10-01T10:15:22","slug":"workshop-artificial-intelligence-for-cyber-and-cyber-physical-security","status":"publish","type":"post","link":"https:\/\/pepr-defmal.loria.fr\/fr\/workshop-artificial-intelligence-for-cyber-and-cyber-physical-security\/","title":{"rendered":"Workshop \u00ab\u00a0Artificial Intelligence for Cyber and Cyber\/Physical Security\u00a0\u00bb"},"content":{"rendered":"<p>Organis\u00e9e par C\u00e9dric Gouy-Pailler (CEA) dans le cadre du projet europ\u00e9en <em>KINAITICS<\/em> (Horizon Europe) et soutenu par le <strong>PEPR Cybers\u00e9curit\u00e9<\/strong>, l\u2019\u00e9v\u00e9nement a rassembl\u00e9 une trentaine de participants issus du monde acad\u00e9mique, industriel et institutionnel.<\/p>\n\n\n\n<p>La journ\u00e9e a d\u00e9but\u00e9 par une conf\u00e9rence inaugurale d\u2019<strong>Andrei Kucharavy<\/strong> (HES-SO, Suisse) qui a dress\u00e9 un panorama des menaces cyber et cyber-physiques \u00e0 l\u2019\u00e8re de l\u2019intelligence artificielle g\u00e9n\u00e9rative.<\/p>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-ad2f72ca wp-block-group-is-layout-flex\">\n<p>La journ\u00e9e a particuli\u00e8rement mis en lumi\u00e8re les contributions port\u00e9es par le <strong>PEPR Cybers\u00e9curit\u00e9<\/strong> \u00e0 travers le projet <em>SuperviZ<\/em>. <strong>Yufei Han<\/strong> (INRIA) a donn\u00e9 une keynote sur l\u2019utilisation de mod\u00e8les de langage \u00e0 grande \u00e9chelle d\u00e9ploy\u00e9s sur des dispositifs contraints pour la d\u00e9tection fiable et explicable de codes malveillants. <strong>Majd Shalak<\/strong> (T\u00e9l\u00e9com SudParis) a ensuite pr\u00e9sent\u00e9 un cadre m\u00e9thodologique combinant quantification d\u2019incertitude et IA explicable pour renforcer la confiance dans les syst\u00e8mes de d\u00e9tection d\u2019intrusion. Enfin, <strong>L\u00e9a-Astrid Kenmogne<\/strong> (LIG, Grenoble-INP, INRIA) a expos\u00e9 ses travaux sur l\u2019explicabilit\u00e9 appliqu\u00e9e \u00e0 la d\u00e9tection d\u2019attaques orient\u00e9es processus dans les syst\u00e8mes industriels.<\/p>\n<\/div>\n\n\n\n<p>Ces contributions illustrent la dynamique port\u00e9e par le PEPR Cybers\u00e9curit\u00e9 et son articulation avec certains projets europ\u00e9ens en cours. Outre <em>SuperviZ<\/em>, le projet national <em>DefMal<\/em> a \u00e9galement \u00e9t\u00e9 mis en avant pour ses avanc\u00e9es sur la d\u00e9fense contre les attaques visant des mod\u00e8les statistiques utilis\u00e9s pour la s\u00e9curit\u00e9 du code, au travers une pr\u00e9sentation de <strong>Victor Matrat <\/strong>et <strong>Gabriel Sauger<\/strong> (Universit\u00e9 de Lorraine).<\/p>\n\n\n\n<p>En r\u00e9unissant experts, jeunes chercheurs et praticiens de la cybers\u00e9curit\u00e9, l\u2019atelier a confirm\u00e9 l\u2019importance de f\u00e9d\u00e9rer les initiatives fran\u00e7aises et europ\u00e9ennes pour b\u00e2tir un \u00e9cosyst\u00e8me de recherche robuste et collaboratif. Il contribue ainsi \u00e0 poser les bases d\u2019une <strong>IA de confiance au service de la cybers\u00e9curit\u00e9<\/strong>, en phase avec les ambitions du programme <strong>France 2030<\/strong>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/pepr-defmal.loria.fr\/files\/2025\/10\/Workshop-AICCPS-2048x1536-1.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/pepr-defmal.loria.fr\/files\/2025\/10\/Workshop-AICCPS-2048x1536-1-1024x768.jpg\" alt=\"\" class=\"wp-image-2165\" srcset=\"https:\/\/pepr-defmal.loria.fr\/files\/2025\/10\/Workshop-AICCPS-2048x1536-1-1024x768.jpg 1024w, https:\/\/pepr-defmal.loria.fr\/files\/2025\/10\/Workshop-AICCPS-2048x1536-1-300x225.jpg 300w, https:\/\/pepr-defmal.loria.fr\/files\/2025\/10\/Workshop-AICCPS-2048x1536-1-768x576.jpg 768w, https:\/\/pepr-defmal.loria.fr\/files\/2025\/10\/Workshop-AICCPS-2048x1536-1-1536x1152.jpg 1536w, https:\/\/pepr-defmal.loria.fr\/files\/2025\/10\/Workshop-AICCPS-2048x1536-1-150x113.jpg 150w, https:\/\/pepr-defmal.loria.fr\/files\/2025\/10\/Workshop-AICCPS-2048x1536-1-200x150.jpg 200w, https:\/\/pepr-defmal.loria.fr\/files\/2025\/10\/Workshop-AICCPS-2048x1536-1-1320x990.jpg 1320w, https:\/\/pepr-defmal.loria.fr\/files\/2025\/10\/Workshop-AICCPS-2048x1536-1.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>","protected":false},"excerpt":{"rendered":"<p>Organis\u00e9e par C\u00e9dric Gouy-Pailler (CEA) dans le cadre du projet europ\u00e9en KINAITICS (Horizon Europe) et soutenu par le PEPR Cybers\u00e9curit\u00e9, l\u2019\u00e9v\u00e9nement a rassembl\u00e9 une trentaine de participants issus du monde acad\u00e9mique, industriel et institutionnel. La journ\u00e9e a d\u00e9but\u00e9 par une conf\u00e9rence inaugurale d\u2019Andrei Kucharavy (HES-SO, Suisse) qui a dress\u00e9 un\u2026<\/p>\n<p> <a class=\"continue-reading-link\" href=\"https:\/\/pepr-defmal.loria.fr\/fr\/workshop-artificial-intelligence-for-cyber-and-cyber-physical-security\/\"><span>en savoir+<\/span><i class=\"crycon-right-dir\"><\/i><\/a> <\/p>\n","protected":false},"author":1981,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"gallery","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-2164","post","type-post","status-publish","format-gallery","hentry","category-news","post_format-post-format-gallery"],"_links":{"self":[{"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/posts\/2164","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/users\/1981"}],"replies":[{"embeddable":true,"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/comments?post=2164"}],"version-history":[{"count":1,"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/posts\/2164\/revisions"}],"predecessor-version":[{"id":2166,"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/posts\/2164\/revisions\/2166"}],"wp:attachment":[{"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/media?parent=2164"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/categories?post=2164"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/tags?post=2164"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}