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Ruiyi Guo

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Open access Jul 2026

Operator-Blind Secret Mediation for AI Agents: A Formal Model and FHE Construction for Credential Derivation on Untrusted Infrastructure

This work formalizes the model and proves computational operator blindness from indistinguishability under chosen-plaintext attack (IND-CPA) security of the FHE scheme, together with conditional capability binding for any secure pseudorandom function/message authentication code (PRF/MAC) instantiation.

Shu-Tong Jin, Ruiyi Guo, Ray C. C. Cheung · 0 citations

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