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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Pierre-Andr'e Noel

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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. · 0 citations

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