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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

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Zhi-Chao Fan

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Preprint Aug 2026

Mind the Hook: Source-Level Auditing of Privacy Defenses in Retrieval-Augmented Generation

An active-path audit is proposed: inventory source-level hooks over retrieval, retrieved content, and generation; map each metric to the leakage channel it observes; and validate generated-text effects with exact-match canaries.

Yanhan Li, Zhi-Chao Fan, Ze-Xin Zhuang · 0 citations

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