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Derek Duenas

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
2024

Improving Alignment and Robustness with Circuit Breakers

NeurIPS 2024poster

AI systems can take harmful actions and are highly vulnerable to adversarial attacks. We present an approach, inspired by recent advances in representation engineering, that interrupts the models as they respond with harmful outputs with "circuit breakers." Existing techniques aimed at improving ali…

Cited by 65SourcePDFScholar