作者位次 #4/6ICML 2026Poster· Social Aspects / Security
OrchJail: Jailbreaking Tool-Calling Text-to-Image Agents by Orchestration-Guided Fuzzing
Jianming Chen · Yawen Wang · Junjie Wang · Zhe Liu · Qing Wang · Xu
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Jianming Chen · Yawen Wang · Junjie Wang · Zhe Liu · Qing Wang · Xu
Mengzhuo Chen · Junjie Wang · Fangwen Mu · Yawen Wang · Zhe Liu · Huanxiang Feng · Qing Wang
Failure attribution, i.e., identifying the responsible agent and decisive step of a failure, is particularly challenging in LLM-based multi-agent systems (MAS) due to their natural-language reasoning, nondeterministic outputs, and intricate interaction dynamics. A reliable benchmark is therefore...