Impossible Mission Finder is presented, a multi-agent system combining static analysis, dynamic execution and log analysis, that supports fully automated identify, test, and validate logic flaws in autonomous vehicles, leading to 105 previously unknown logic flaws.
Zi-Yi Liang, Zi-Chuan Li, Bin Yuan et al.· 0 citations
Real-world, high-profile AI agent harnesses often rely on vendor-proprietary or opaque designs for context assembly, leaving the sources and underlying logic of assembled context poorly understood and the resulting security risks largely unexplored. In this paper, we present the first systematic analysis of context ass...
Zi-Chuan Li, Jian Cui, Ashley J. Chen et al.· 0 citations
A new category of IPI, agent data injection attacks (ADI), which exposes a critical gap in agent security, signifying that current AI agents do not employ a fundamental security principle: current agents do not isolate trusted data from untrusted data.
Woohyuk Choi, Juhee Kim, Taehyun Kang et al.· arXiv.org· 3 citations
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