

{"id":2201,"date":"2026-07-24T08:54:53","date_gmt":"2026-07-24T06:54:53","guid":{"rendered":"https:\/\/pepr-defmal.loria.fr\/?page_id=2201"},"modified":"2026-09-29T15:04:14","modified_gmt":"2026-09-29T13:04:14","slug":"workshop-defmal-2026","status":"publish","type":"page","link":"https:\/\/pepr-defmal.loria.fr\/fr\/evenements\/workshop-defmal-2026\/","title":{"rendered":"Workshop DefMal 2026"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/pepr-defmal.loria.fr\/files\/2026\/07\/Nancy_place-stanislas-scaled.jpeg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"512\" src=\"https:\/\/pepr-defmal.loria.fr\/files\/2026\/07\/Nancy_place-stanislas-1024x512.jpeg\" alt=\"\" class=\"wp-image-2220\" style=\"width:779px;height:auto\" srcset=\"https:\/\/pepr-defmal.loria.fr\/files\/2026\/07\/Nancy_place-stanislas-1024x512.jpeg 1024w, https:\/\/pepr-defmal.loria.fr\/files\/2026\/07\/Nancy_place-stanislas-300x150.jpeg 300w, https:\/\/pepr-defmal.loria.fr\/files\/2026\/07\/Nancy_place-stanislas-768x384.jpeg 768w, https:\/\/pepr-defmal.loria.fr\/files\/2026\/07\/Nancy_place-stanislas-1536x768.jpeg 1536w, https:\/\/pepr-defmal.loria.fr\/files\/2026\/07\/Nancy_place-stanislas-2048x1024.jpeg 2048w, https:\/\/pepr-defmal.loria.fr\/files\/2026\/07\/Nancy_place-stanislas-150x75.jpeg 150w, https:\/\/pepr-defmal.loria.fr\/files\/2026\/07\/Nancy_place-stanislas-200x100.jpeg 200w, https:\/\/pepr-defmal.loria.fr\/files\/2026\/07\/Nancy_place-stanislas-1320x660.jpeg 1320w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">We are pleased to invite you to the <strong>4th annual DefMal workshop<\/strong>, organized as part of the PEPR Cybersecurity \u2013 DefMal project.<br><br>The event will take place in Nancy <strong>on October 1 -2<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br>This workshop is an opportunity to bring together our teams from Nancy, Rennes, Paris, and Sophia Antipolis, as well as our invited guests, to exchange ideas and share progress on our common topic: <strong>combating malware<\/strong>.<br>The program is currently under construction, and we encourage you to register as soon as possible and plan your trip accordingly. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We look forward to seeing you in Nancy!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br><strong>Workshop Programme<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Thursday, October 1<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>From 08h30: Welcome&nbsp;coffee<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>9h00&nbsp;<\/strong>\u2013&nbsp;<strong>9h20: Workshop introduction<\/strong>&nbsp;by Jean-Yves Marion, Scientific Responsible for the DefMal&nbsp;and Ma\u00edra Nassau, project manager<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>9h20&nbsp;<\/strong>\u2013&nbsp;<strong>10h00 :&nbsp;<\/strong>Prof. Dr. Johannes Kinder (Ludwig Maximilian University of Munich) \u00ab&nbsp;<strong>Robust Malware Detection using Logic and Machine Learning \u00bb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>10h00&nbsp;<\/strong>\u2013&nbsp;<strong>10h30:&nbsp;&nbsp;<\/strong>Gr\u00e9goire Menguy (CEA List)&nbsp;\u00ab&nbsp;<strong>Redefining Grey-Box Deobfuscation through Context-Aware Program Synthesis, and Application to MBA\u00bb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>10h30 &#8211; 11h00: Coffee break<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>11h30&nbsp;<\/strong>\u2013&nbsp;<strong>12h00:&nbsp;<\/strong>Jean-Yves Marion (Universit\u00e9 de Lorraine\/LORIA)&nbsp;\u00ab&nbsp;<strong>Binomics + GoaTracer: Building a Reproducible Infrastructure for Malware Sequencing and Analysis \u00bb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>12h00 \u2013 12:25:<\/strong>&nbsp;Olzhas Zhangeldinov (CNRS\/IRIF) \u00ab<strong>On Model-Checking Concurrent Self-Modifying Code&nbsp;\u00bb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>12h30&nbsp;<\/strong>\u2013&nbsp;<strong>14h00 : Lunch time at Room 101 at \u00c9cole de Mines<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>14h00&nbsp;<\/strong>\u2013&nbsp;<strong>14h40 :<\/strong>&nbsp;Karolina Gorna (T\u00e9l\u00e9com Paris) :&nbsp;<strong>\u00ab&nbsp;The Data Behind the Race : Rethinking How We Separate Program Inputs from Concurrency Bugs&nbsp;\u00bb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>14h40&nbsp;<\/strong>\u2013&nbsp;<strong>15h05:<\/strong>&nbsp;S\u00e9bastien Larinier (Universit\u00e9 de Lorraine\/LORIA)&nbsp;<strong>\u00ab One Engine, Many Brands: Ecosystem, Evasion and the Parental-Control Boundary in Commercial Android Stalkerware\u00bb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>15h05&nbsp;<\/strong>\u2013&nbsp;<strong>15h30:&nbsp;<\/strong>Andr\u00e9 Pacteau (EURECOM)&nbsp;<strong>\u00ab&nbsp;<\/strong><strong>Signatures Strike Back or Fall Short? A Comparative Study of Signatures and Machine Learning for Static Malware Classification&nbsp;<\/strong><strong>\u00bb<\/strong><strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>15h25&nbsp;<\/strong>\u2013&nbsp;<strong>15h50:<\/strong>&nbsp;S\u00e9bastien Killian (CentraleSup\u00e9lec\/IRISA)&nbsp;<strong>\u00ab&nbsp;<\/strong><strong>Benchmarking Progress and Reasoning in Autonomous LLM Penetration Testing<\/strong><strong>\u00bb<\/strong><strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>15h50&nbsp;<\/strong>\u2013&nbsp;<strong>16h15 :&nbsp; Coffee break&nbsp;<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>16h30&nbsp;<\/strong>\u2013&nbsp;<strong>16h55:&nbsp;<\/strong>Stefano De Rosa (EURECOM)<strong>&nbsp;<\/strong><strong>\u00ab<\/strong><strong>Under the Radar: Effectiveness and Prevalence of Action-Hiding and Origin-Hiding Evasion Techniques in Windows Malware&nbsp;<\/strong><strong>\u00bb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>16h55&nbsp;<\/strong>\u2013&nbsp;<strong>17h20 :&nbsp;<\/strong>Bassirou Badiane (CentraleSup\u00e9lec\/IRISA)&nbsp;<strong>\u00ab From Commands to TTPs: A Deterministic Approach for Large-Scale SSH Botnet Analysis \u00bb<\/strong>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>19h00:<\/strong>&nbsp;<strong>Dinner together at Brasserie Excelsior &#8211; 50 rue Henri Poincar\u00e9 54000 Nancy, France.<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Friday, October 2<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>From 08h30- Welcome coffee<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>9h00&nbsp;<\/strong>\u2013<strong>&nbsp;9h50: Invited speaker &#8211;&nbsp;<\/strong>Prof. Dr. Alexandre&nbsp;Bartel (Ume\u00e5 University)&nbsp;<strong>\u00ab<\/strong><strong>Benign-Looking Code Changes for Software Supply Chain Attacks&nbsp;<\/strong><strong>\u00bb<\/strong><strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>09h50&nbsp;<\/strong>\u2013&nbsp;<strong>10h15:<\/strong>&nbsp;Marwa Essalehi (CentraleSupelec\/IRISA) &#8211;&nbsp;<strong>\u00ab&nbsp;<\/strong><strong>A Source-Derived Ground Truth and Neurosymbolic Approach to LLM-Based TTP Prediction&nbsp;<\/strong><strong>\u00bb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>10h15&nbsp;<\/strong>\u2013&nbsp;<strong>10h40:<\/strong>&nbsp;L\u00e9o Bertrand (Universit\u00e9 de Lorraine\/LORIA) &#8211;&nbsp;<strong>\u00ab&nbsp;A Hybrid Architecture for Offensive Security AI Agents&nbsp;\u00bb<\/strong><strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>10h40-11h10: Coffee break<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>11h10&nbsp;<\/strong>\u2013&nbsp;<strong>11h35:<\/strong>&nbsp;Ma\u00edra Nassau &amp; Romain Guitienne (Universit\u00e9 de Lorraine) \u2013&nbsp;<strong>\u00ab&nbsp;<\/strong><strong>D<\/strong><strong>arkGoat: A Tool for Cybercrime Research and Analysis \u00bb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>11h35&nbsp;<\/strong>\u2013&nbsp;<strong>12h00:&nbsp;<\/strong>Dorian Bachelot (CentraleSupelec\/IRISA) &#8211;&nbsp;<strong>\u00ab&nbsp;<\/strong><strong>HYPERDRIFT: A new approach to high interaction honeypot data analysis applied to React2Shell&nbsp;<\/strong><strong>\u00bb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>12h00&nbsp;<\/strong>\u2013&nbsp;<strong>12h25&nbsp;:&nbsp;<\/strong>Victor Matrat (Universit\u00e9 de Lorraine) &#8211;&nbsp;<strong>\u00ab When AI Confuses Syntax with Semantics: Functional Adversarial Examples Against Binary Similarity Models \u00bb<\/strong><strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>12h30 &#8211; 14h00:&nbsp;<\/strong><strong>Lunch time at Room 101 at \u00c9cole de Mines<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>14h00\u00a0<\/strong>\u2013\u00a0<strong>14h40<\/strong>: Giorgia di Pietro (Sapienza University of Rome)\u00a0<strong>\u00ab1001 Malware Nights: How Malware Evades Analysis Across the Stack \u00bb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>14h40&nbsp;<\/strong>\u2013&nbsp;<strong>15h05<\/strong>:&nbsp;<strong>Flash Presentation Session \u2013 5 minutes<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#8211; Leonard Prince (CentraleSupelec) &#8211;&nbsp;<strong>\u00ab&nbsp;<\/strong><strong>Development and integration of analysis services for a malware processing pipeline&nbsp;<\/strong><strong>\u00bb<\/strong><strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#8211; Lucas Villaume (Universit\u00e9 de Lorraine) &#8211;&nbsp;<strong>\u00ab&nbsp;Hybrid anomaly detection system using artificial intelligence and formal methods&nbsp;\u00bb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#8211; Sarra Djebour (CEA-List) &#8211;&nbsp;<strong>\u00ab&nbsp;<\/strong><strong>Grey-box Reverse Engenering with Explanatory Queries<\/strong>&nbsp;<strong>\u00bb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">-Atieh Atieh (CentraleSupelec) &#8211;&nbsp;<strong>\u00ab&nbsp;Application of Graph Foundation Models in Cybersecurity&nbsp;\u00bb<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>15h10 :&nbsp;<\/strong>Conclusions<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><a href=\"https:\/\/enquetes.univ-lorraine.fr\/index.php\/664211?lang=fr\" target=\"_blank\" rel=\"noopener\">To participate<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Practical Information<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Venue<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The workshop will take place at&nbsp;<strong>Mines Nancy \u2013 Campus ARTEM<\/strong>,<br>92 rue du Sergent Blandan, 54000 Nancy, France.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Getting to Nancy<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>From Luxembourg Airport (LUX)<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Take the airport shuttle or bus to&nbsp;<strong>Luxembourg Central Station (Gare de Luxembourg)<\/strong>.<\/li>\n\n\n\n<li>From there, direct trains to&nbsp;<strong>Nancy<\/strong>&nbsp;run regularly and take approximately&nbsp;<strong>1 hour 30 minutes<\/strong>.&nbsp;<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>From Paris Charles de Gaulle Airport (CDG)<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">There are two convenient options:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Direct TGV connection:<\/strong>&nbsp;Take the TGV from&nbsp;<strong>Charles de Gaulle Airport (Terminal 2)<\/strong>&nbsp;to&nbsp;<strong>Lorraine TGV<\/strong>, then the shuttle bus to Nancy.<\/li>\n\n\n\n<li><strong>Via Paris:<\/strong>&nbsp;Take the&nbsp;<strong>RER B<\/strong>&nbsp;to&nbsp;<strong>Gare du Nord<\/strong>, transfer to&nbsp;<strong>Gare de l&rsquo;Est<\/strong>, and then take a TGV to&nbsp;<strong>Nancy<\/strong>.&nbsp;<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>From Paris Orly Airport (ORY)<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Take the metro or OrlyVal\/RER connection to&nbsp;<strong>Gare de l&rsquo;Est<\/strong>.<\/li>\n\n\n\n<li>From&nbsp;<strong>Gare de l&rsquo;Est<\/strong>, take a direct TGV to&nbsp;<strong>Nancy<\/strong>&nbsp;(travel time approximately&nbsp;<strong>1 hour 30 minutes<\/strong>).&nbsp;<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>By train<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Nancy is served by frequent high-speed trains:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Paris \u2192 Nancy:&nbsp;<strong>1 h 30<\/strong><\/li>\n\n\n\n<li>Luxembourg \u2192 Nancy:&nbsp;<strong>1 h 30<\/strong><\/li>\n\n\n\n<li>Strasbourg \u2192 Nancy:&nbsp;<strong>1 h 15<\/strong><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>From Nancy railway station to Mines Nancy<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">From&nbsp;<strong>Nancy Ville<\/strong>&nbsp;railway station:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Take the&nbsp;<strong>Tempo T1 trolleybus<\/strong>&nbsp;towards&nbsp;<strong>Vand\u0153uvre CHU Brabois<\/strong>&nbsp;and get off at&nbsp;<strong>Campus ARTEM<\/strong>&nbsp;(or&nbsp;<strong>ARTEM \u2013 Blandan \u2013 Thermal<\/strong>, depending on the service), or<\/li>\n\n\n\n<li>Take&nbsp;<strong>Bus 11<\/strong>&nbsp;towards&nbsp;<strong>Vand\u0153uvre Roberval<\/strong>&nbsp;and get off at&nbsp;<strong>ARTEM<\/strong>. The journey takes about&nbsp;<strong>10\u201315 minutes<\/strong>.&nbsp;<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>We are pleased to invite you to the 4th annual DefMal workshop, organized as part of the PEPR Cybersecurity \u2013 DefMal project. The event will take place in Nancy on October 1 -2. This workshop is an opportunity to bring together our teams from Nancy, Rennes, Paris, and Sophia Antipolis,\u2026<\/p>\n<p> <a class=\"continue-reading-link\" href=\"https:\/\/pepr-defmal.loria.fr\/fr\/evenements\/workshop-defmal-2026\/\"><span>en savoir+<\/span><i class=\"crycon-right-dir\"><\/i><\/a> <\/p>\n","protected":false},"author":1981,"featured_media":0,"parent":1678,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_members_access_role":[],"_members_access_error":""},"class_list":["post-2201","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/pages\/2201","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/types\/page"}],"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=2201"}],"version-history":[{"count":11,"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/pages\/2201\/revisions"}],"predecessor-version":[{"id":2250,"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/pages\/2201\/revisions\/2250"}],"up":[{"embeddable":true,"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/pages\/1678"}],"wp:attachment":[{"href":"https:\/\/pepr-defmal.loria.fr\/fr\/wp-json\/wp\/v2\/media?parent=2201"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}