Jailbreaking Jailbreaks: A Proactive Defense for LLMs
Weiliang Zhao, Daniel Ben-Levi, Jinjun Peng et al.
· 1 citation
2 papers indexed here
We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.
Not the right person? Other researchers publish under this name.
Preprint
Aug 2026
Knowledge-Verified Emergent Deception in LLM Agents Under Conflicting Incentives
A knowledge-verified benchmark that first confirms through a neutral probe that an agent knows a user's entitlement, and then evaluates whether it makes false claims once an incentive to deny that entitlement is introduced, which reduces the confound between lying and not knowing and enables more rigorous auditing and steering of agent honesty.
Zheyuan Liu, Weiliang Zhao, Xiangchi Yuan et al.
· 0 citations