{"id":86,"date":"2024-07-30T10:13:57","date_gmt":"2024-07-30T08:13:57","guid":{"rendered":"http:\/\/essai-conference.eu\/?page_id=86"},"modified":"2025-10-10T10:07:54","modified_gmt":"2025-10-10T08:07:54","slug":"2024-program","status":"publish","type":"page","link":"https:\/\/essai-conference.eu\/index.php\/2024-program\/","title":{"rendered":"Past edition"},"content":{"rendered":"\n
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PAST EDITION<\/p>\n<\/div><\/div>\n\n\n\n

<\/p>\n\n\n\n

Session #1: AI and Cybersecurity<\/h3>\n\n\n\n

Wednesday, November 20th – 13:30-17:00 – Room Le Carr\u00e9 1<\/p>\n\n\n\n

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13:30 – 14:00<\/p>\n<\/div>\n\n\n\n

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Dos and don\u2019ts of machine learning in computer security<\/em><\/a>
Daniel Arp<\/strong>, Erwin Quiring, Feargus Pendlebury, Alexander Warnecke, Fabio Pierazzi, Christian Wressnegger, Lorenzo Cavallaro, Konrad Rieck – USENIX Security Symposium<\/a>, 2022<\/p>\n<\/div>\n<\/div>\n\n\n\n

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14:00 – 14:30<\/p>\n<\/div>\n\n\n\n

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Decoding the Secrets of Machine Learning in Malware Classification<\/em><\/a>
Savino Dambra<\/strong>, Yufei Han, Simone Aonzo, Platon Kotzias, Antonino Vitale, Juan Caballero, Davide Balzarotti, Leyla Bilge – SIGSAC<\/a>, 2023<\/p>\n<\/div>\n<\/div>\n\n\n\n

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14:30 – 15:00<\/p>\n<\/div>\n\n\n\n

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How machine learning is solving the binary function similarity problem<\/a><\/em>
Andrea Marcelli<\/strong>, Mariano Graziano, Xabier Ugarte-Pedrero, Yanick Fratantonio, Mohamad Mansouri, Davide Balzarotti – USENIX Security Symposium<\/a>, 2022<\/p>\n<\/div>\n<\/div>\n\n\n\n

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15:00 – 15:30<\/p>\n<\/div>\n\n\n\n

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Break<\/p>\n<\/div>\n<\/div>\n\n\n\n

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15:30 – 16:00<\/p>\n<\/div>\n\n\n\n

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Getting pwn\u2019d by AI : Penetration testing with large language models<\/a><\/em>
Andreas Happe, J\u00fcrgen Cito – ESEC\/FSE<\/a>, 2023. presented by Manuel Reinsperger<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

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16:00 – 16:30<\/p>\n<\/div>\n\n\n\n

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Fault Injection and Safe-Error Attack for Extraction of Embedded Neural Network Models<\/em><\/a>
Kevin Hector, Pierre-Alain Mo\u00ebllic<\/strong>, Jean-Max Dutertre, Mathieu Dumont – ESORICS\/SECAI<\/a>, 2023<\/p>\n<\/div>\n<\/div>\n\n\n\n

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16:30 – 17:00<\/p>\n<\/div>\n\n\n\n

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When Side-Channel Attacks Break the Black-Box Property of Embedded Artificial Intelligence<\/em><\/a>
Beno\u00eet Coqueret<\/strong>, Mathieu Carbone, Olivier Sentieys, Gabriel Zaid – AISEC<\/a>, 2023<\/p>\n<\/div>\n<\/div>\n\n\n\n

<\/div>\n\n\n\n

<\/p>\n\n\n\n

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Session #2: Vulnerabilities of AI<\/h3>\n\n\n\n

Thursday, November 21st – 9:00-12:00 – Room La Nef<\/p>\n\n\n\n

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9:00 – 9:30<\/p>\n<\/div>\n\n\n\n

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When Your AI Becomes a Target: AI Security Incidents and Best Practices<\/a>
Kathrin Grosse<\/strong>, Lukas Bieringer, Tarek R. Besold, Battista Biggio, Alexandre Alahi – AAAI<\/a>\/Innovative Applications of AI track<\/a>, 2024<\/p>\n<\/div>\n<\/div>\n\n\n\n

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09:30 – 10:00<\/p>\n<\/div>\n\n\n\n

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SECURITYNET: Assessing Machine Learning Vulnerabilities on Public Models<\/a><\/em>
Boyang Zhang<\/strong>, Zheng Li, Ziqing Yang, Xinlei He, Michael Backes, Mario Fritz, Yang Zhang – USENIX Security Symposium<\/a>, 2024<\/p>\n<\/div>\n<\/div>\n\n\n\n

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10:00 – 10:30<\/p>\n<\/div>\n\n\n\n

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Break<\/p>\n<\/div>\n<\/div>\n\n\n\n

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10:30 – 11:00<\/p>\n<\/div>\n\n\n\n

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On the Privacy-Robustness-Utility Trilemma in Distributed Learning<\/em><\/a>
Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafa\u00ebl Pinot<\/strong>, John Stephan – ICML<\/a>, 2023<\/p>\n<\/div>\n<\/div>\n\n\n\n

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11:00 – 11:30<\/p>\n<\/div>\n\n\n\n

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Unveiling the Threat: Investigating Distributed and Centralized Backdoor Attacks in Federated Graph Neural NetworksDigital Threats<\/em><\/a>
Jing Xu, Stefanos Koffas, Stjepan Picek<\/strong> – Digital Threats: Research and Practice<\/a>, 2024<\/p>\n<\/div>\n<\/div>\n\n\n\n

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11:30 – 12:00<\/p>\n<\/div>\n\n\n\n

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\u201cReal Attackers Don\u2019t Compute Gradients\u201d: Bridging the Gap Between Adversarial ML Research and Practice<\/em><\/a>
Giovanni Apruzzese<\/strong>, Hyrum S. Anderson, Savino Dambra, David Freeman, Fabio Pierazzi, Kevin Roundy – SaTML<\/a>, 2023<\/p>\n<\/div>\n<\/div>\n\n\n\n

<\/p>\n\n\n\n

<\/div>\n\n\n\n
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Session #3: GenAI and Security<\/h3>\n\n\n\n

Thursday, November 21st – 13:30-17:00 – Room La Nef<\/p>\n\n\n\n

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13:30 – 14:00<\/p>\n<\/div>\n\n\n\n

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Not What You’ve Signed Up For: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection<\/em><\/a>
Kai Greshake, Sahar Abdelnabi<\/strong>, Shailesh Mishra, Christoph Endres, Thorsten Holz, Mario Fritz – AISec<\/a>, 2023<\/p>\n<\/div>\n<\/div>\n\n\n\n

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14:00 – 14:30<\/p>\n<\/div>\n\n\n\n

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CodeLMSec Benchmark: Systematically Evaluating and Finding Security Vulnerabilities in Black-Box Code Language Models<\/em><\/a>
Hossein Hajipour<\/strong>, Keno Hassler, Thorsten Holz, Lea Sch\u00f6nherr, Mario Fritz – SaTML<\/a>, 2024<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
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14:30 – 15:00<\/p>\n<\/div>\n\n\n\n

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Stealing Part of a Production Language Model<\/em><\/a>
Nicholas Carlini, Daniel Paleka<\/strong>, Krishnamurthy (Dj) Dvijotham, Thomas Steinke, Jonathan Hayase, A. Feder Cooper, Katherine Lee, Matthew Jagielski, Milad Nasr, Arthur Conmy, Eric Wallace, David Rolnick, Florian Tram\u00e8r – ICML<\/a>, 2024<\/p>\n<\/div>\n<\/div>\n\n\n\n

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15:00 – 15:30<\/p>\n<\/div>\n\n\n\n

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break<\/p>\n<\/div>\n<\/div>\n\n\n\n

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15:30 – 16:00<\/p>\n<\/div>\n\n\n\n

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The Stable Signature: Rooting Watermarks in Latent Diffusion Models<\/em><\/a>
Pierre Fernandez<\/strong>, Guillaume Couairon, Herv\u00e9 J\u00e9gou, Matthijs Douze, Teddy Furon – ICCV<\/a>, 2023.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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16:00 – 16:30<\/p>\n<\/div>\n\n\n\n

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Challenges in Automatic Speaker Verification: From Deepfakes to Adversarial Attacks<\/em>
presented by Massimiliano Todisco<\/strong>, based on :
ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale<\/a><\/em>, ASVspoof Workshop 2024.
Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systems<\/em><\/a>, Interspeech2023,<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
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16:30 – 17:00<\/p>\n<\/div>\n\n\n\n

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MaskSim: Detection of synthetic images by masked spectrum similarity analysis<\/a><\/em>
Yanhao Li<\/strong>, Quentin Bammey, Marina Gardella, Tina Nikoukhah, Jean-Michel Morel, Miguel Colom, Rafael Grompone von Gioi – CVPR<\/a> 2024<\/p>\n<\/div>\n<\/div>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

Session #1: AI and Cybersecurity Wednesday, November 20th – 13:30-17:00 – Room Le Carr\u00e9 1 13:30 – 14:00 Dos and don\u2019ts of machine learning in computer securityDaniel Arp, Erwin Quiring, Feargus Pendlebury, Alexander Warnecke, Fabio Pierazzi, Christian Wressnegger, Lorenzo Cavallaro, Konrad Rieck – USENIX Security Symposium, 2022 14:00 – 14:30 Decoding the Secrets of Machine … <\/p>\n

Lire la suite de\u00ab\u00a0Past edition\u00a0\u00bb<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-86","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/essai-conference.eu\/index.php\/wp-json\/wp\/v2\/pages\/86","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/essai-conference.eu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/essai-conference.eu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/essai-conference.eu\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/essai-conference.eu\/index.php\/wp-json\/wp\/v2\/comments?post=86"}],"version-history":[{"count":53,"href":"https:\/\/essai-conference.eu\/index.php\/wp-json\/wp\/v2\/pages\/86\/revisions"}],"predecessor-version":[{"id":290,"href":"https:\/\/essai-conference.eu\/index.php\/wp-json\/wp\/v2\/pages\/86\/revisions\/290"}],"wp:attachment":[{"href":"https:\/\/essai-conference.eu\/index.php\/wp-json\/wp\/v2\/media?parent=86"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}