EvoRiskBench: An Evolving Benchmark for Runtime Security Risks in Workspace Agents

Shiyi Kuang, Xuemei Luo, Kun Liu +7

Workspace agents combine large language models with execution harnesses to perform stateful, multi-step tasks that access or modify external resources. Existing benchmarks leave ga…