Papers · Federated & aggregation · zkFL

zkFL

zkFL: Zero-Knowledge Proof-based Gradient Aggregation for Federated Learning

Zhipeng Wang, Nanqing Dong, Jiahao Sun, William Knottenbelt, Yike Guo

Venue
arXiv:2310.02554
Date
2023-10-04
Uses ZK
yes
Paper
https://arxiv.org/abs/2310.02554

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Discussed in

The hybrid cellWhat each system actually proves
Other recorded fields
primitive: ZKP over the aggregation step
what_is_proven: The AGGREGATOR combined the client gradients honestly. Dual of RoFL/ACORN,
  which police the clients.