Preprint
Jul 2026
PiSAs: Benchmarking Contextual Integrity in Multi-User Agentic Systems
PiSAs (Privacy in Shared Agentic systems), a benchmark for assessing unintentional leaks with dual CI annotations, enables direct measurement of cross-user spillage across agentic system components and interfaces, such as outputs, inter-agent communication, and memory.
Shubham Gupta, N. Sepahvand, Abhinav Kumar et al.
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