Author

Bao-Yuan Wu

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#artificial intelligence Review Sep 2026

Stealth Apart, Harm Together: Skill Cascading Attacks on Skill-Based Agent Systems

A skill is a modular package of natural-language instructions, executable scripts, and reference resources that an agent can load at runtime to extend its capabilities for a specific task. Skill-based agent systems therefore enable flexible reuse of third-party capabilities, but the openness of this skill ecosystem als...

Zi-Hao Zhu, Siwei Lyu, A. Bibi et al. · 0 citations

#artificial intelligence Preprint Aug 2026

Distributed Implicit Harm: A Compositional Safety Blind Spot in MLLM-Based Video Moderation

A multi-agent synthesis framework is developed that composes individually benign components into harmful scenarios and generates diverse DIH videos with explicit reasoning annotations, yielding a dataset of over 9,000 videos spanning visual-only and audio-visual settings.

Ruotong Wang, Zihao Zhu, Siwei Lyu et al. · 0 citations