Zhiliang Tian
Titles as the sources gave them. In 1 entry, with 0 checked quotations.
In the Base
Every entry they appear in.
Tail-risk-aware Agent Safety: Constraining Tail Risks Across Multi-step LLM Agent Workflows
Researchers at the National University of Defense Technology propose TAS, a defence for LLM agents that treats a workflow as linked steps sharing one risk budget, aimed at rare but severe failures. They report lower attack success than eleven baselines on three benchmarks.