Per-element Secure Aggregation against Data Reconstruction Attacks in Federated Learning

Takumi Suimon, Yuki Koizumi, Junji Takemasa +1

Federated learning (FL) enables collaborative model training without sharing raw data, but individual model updates may still leak sensitive information. Secure aggregation (SecAgg…