← Search

Mateusz Dziemian

2 accepted papers

2025

AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents

ICLR 2025poster

The robustness of LLMs to jailbreak attacks, where users design prompts to circumvent safety measures and misuse model capabilities, has been studied primarily for LLMs acting as simple chatbots. Meanwhile, LLM agents---which use external tools and can execute multi-stage tasks---may pose a greater…

Cited by 36SourcePDFScholar
2025

Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition

NeurIPS 2025poster

AI agents are rapidly being deployed across diverse industries, but can they adhere to deployment policies under attacks? We organized a one-month red teaming challenge---the largest of its kind to date---involving expert red teamers attempting to elicit policy violations from AI agents powered by $…

Cited by 0SourceScholar