AI Security

DoomArena: A framework for Testing AI Agents Against Evolving Security Threats

DoomArena: A framework for Testing AI Agents Against Evolving Security Threats

We present DoomArena, a security evaluation framework for AI agents. DoomArena is designed on three principles: 1) It is a …

Léo Boisvert, Abhay Puri, Gabriel Huang, Avinandan Bose, Alexandre Drouin, Alexandre Lacoste, Krishnamurthy (Dj) Dvijotham, Chandra Kiran Reddy Evuru, Maryam Fazel, Quentin Cappart, Jason Stanley, Mihir Bansal

Conference on Language Modeling (COLM), 2025.

DoomArena: A framework for Testing AI Agents Against Evolving Security Threats

DoomArena: A framework for Testing AI Agents Against Evolving Security Threats

We present DoomArena, a security evaluation framework for AI agents. DoomArena is designed on three principles: 1) It is a …

Léo Boisvert, Abhay Puri, Gabriel Huang, Mihir Bansal, Chandra Kiran Reddy Evuru, Avinandan Bose, Quentin Cappart, Maryam Fazel, Alexandre Lacoste, Alexandre Drouin, Jason Stanley, Krishnamurthy (Dj) Dvijotham

Workshop at the International Conference of Machine Learning (ICML), 2025.

Silent Sabotage: Injecting Backdoors into AI Agents Through Fine-Tuning

Silent Sabotage: Injecting Backdoors into AI Agents Through Fine-Tuning

The rise of AI agents that can use tools, browse the web and interact with computers on behalf of a user, has sparked strong interest …

Léo Boisvert, Abhay Puri, Chandra Kiran Reddy Evuru, Joshua Kazdan, Avinandan Bose, Quentin Cappart, Maryam Fazel, Sai Rajeswar Mudumba, Jason Stanley, Nicolas Chapados, Alexandre Drouin, Krishnamurthy (Dj) Dvijotham

Workshop at the International Conference of Machine Learning (ICML), 2025.