Tail-risk-aware Agent Safety: Constraining Tail Risks Across Multi-step LLM Agent Workflows

Shilong Pan, Zhiliang Tian, Zihan Chen +3

LLM-based agents extend LLMs with tool calls, memory, planning, and retrieval to act in external environments, but they are vulnerable to attacks at different workflow steps. Exist…