A thesis demonstrating partial prototypes for zk-verifiable model evaluation and privacy-preserving retrieval, and arguing these pieces can compose into end-to-end auditable AI systems.
Ontology-based access control for fair data.Data Intelligence, 2(1-2):66–77, 01 2020
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Private, Verifiable, and Auditable AI Systems
A thesis demonstrating partial prototypes for zk-verifiable model evaluation and privacy-preserving retrieval, and arguing these pieces can compose into end-to-end auditable AI systems.