2026
SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems
ICML 2026poster
Skill-based agent systems tackle complex tasks by composing reusable skills, improving modularity and scalability while introducing a largely unexamined security attack surface. We propose \textbf{SkillTrojan}, a backdoor attack that targets skill implementations rather than model parameters or trai…