FedMPQ: Secure and Communication-Efficient Federated Learning with Multi-codebook Product Quantization

Xu Yang, Jiapeng Zhang, Qifeng Zhang +1

In federated learning, particularly in cross-device scenarios, secure aggregation has recently gained popularity as it effectively defends against inference attacks by malicious ag…