Papers · Federated & aggregation · Trusted Model Aggregation (ZKFL)

Trusted Model Aggregation (ZKFL)

Trusted Model Aggregation With Zero-Knowledge Proofs in Federated Learning

Venue
IEEE TPDS 2024
Date
2024-09-01
Uses ZK
yes
Paper
https://ieeexplore.ieee.org/document/10669208/

Notes

Cited as [35] by PRoVeFL -- the only genuinely ZK reference in PRoVeFL's bibliography.

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Discussed in

The hybrid cellWhat each system actually proves
Other recorded fields
primitive: Overlay network sharing ZK proofs of aggregation integrity
what_is_proven: Aggregation integrity under Byzantine adversaries.