Zun-Long Zhou

Runaway Reaction: When Benign Skills Compose into Malicious Behavior

Agent skills package task-specific knowledge and procedures that can be composed to support complex agent tasks, while public marketplaces provide a growing pool of reusable skills. Existing security vetting, however, largely evaluates skills in isolation, leaving composition-induced risks underexplored. Such risks ari...