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Tommaso Gagliardoni

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#federated learning Open access Oct 2026

SoK: Verifiable Integrity Claims for Privacy-Preserving Federated Learning

This SoK model federated learning as an append-only transcript of submissions, admissions, aggregation, and finalization events, and formalize verifiability as a collection of integrity claims issued by clients and the aggregator, and checked by different verifier classes.

Andrea Rizzini, Marco Esposito, Tommaso Gagliardoni et al. · Proceedings on Privacy Enhan... · 0 citations