PROGRAM
Session #1: Agentic AI and Cybersecurity
Thursday, November 19th – 9:00-12:00 – Room La Nef
09:00 – 09:30
From Cyber Warfare to AI Warfare: The Path Ahead
Vincent Lenders
ELSA – European Lighthouse on Secure and Safe AI 2026
09:30 – 10:00
LLMs as Hackers: Autonomous Linux Privilege Escalation Attacks
Andreas Happe, Aaron Kaplan, Jürgen Cito
Empirical Software Engineering 2026
10:00 – 10:30
BAXBENCH: Can LLMs Generate Correct and Secure Backends
Mark Vero, Niels Mündler, Victor Chibotaru, Veselin Raychev, Maximilian Baader, Nikola Jovanović, Jingxuan He, Martin Vechev
https://baxbench.com/
ICML 2025
10:30 – 11:00
Break
11:00 – 11:30
LLM-CVX: A Benchmarking Framework for Assessing the Offensive Potential of LLMs in Exploiting CVEs
Mohamed Amine El Yagouby, Abdelkader Lahmadi, Mehdi Zakroum, Olivier Festor, Mounir Ghogho
AISec 2025
11:30 – 12:00
TBD
Session #2: AI Security
Thursday, November 19th – 13:30-18:00 – Room La Nef
13:30 – 14:00
Fewer Weights, More Problems: A Practical Attack on LLM Pruning
Kazuki Egashira, Robin Staab, Thibaud Gloaguen, Mark Vero, Martin Vechev
ICLR 2026
14:00 – 14:30
Adaptive Attacks on Trusted Monitors Subvert AI Control Protocols
Mikhail Terekhov, Alexander Panfilov, Daniil Dzenhaliou, Caglar Gulcehre, Maksym Andriushchenko, Ameya Prabhu, Jonas Geiping
ICLR 2026
14:30 – 15:00
SoK: Membership Inference Attacks on LLMs are Rushing Nowhere (and How to Fix It)
Matthieu Meeus, Igor Shilov, Shubham Jain, Manuel Faysse, Marek Rei, Yves-Alexandre de Montjoye
ICLR 2026
15:00 – 15:30
Winter Soldier: Backdooring Language Models at Pre-Training with Indirect Data Poisoning
Wassim Bouaziz, Mathurin Videau, Nicolas Usunier, El-Mahdi El-Mhamdi
ICLR 2026
15:30 – 16:00
Break
16:00 – 16:30
Optimizing Agent Planning for Security and Autonomy
Aashish Kolluri, Rishi Sharma, Manuel Costa, Boris Köpf, Tobias Nießen, Mark Russinovich, Shruti Tople, Santiago Zanella-Béguelin
ICLR 2026
16:30 – 17:00
On the Robustness of Tabular Foundation Models: Test-Time Attacks and In-Context Defenses
Mohamed Djilani, Thibault Simonetto, Karim Tit, Florian Tambon, Salah Ghamizi, Maxime Cordy, Mike Papadakis
SaTML 2026