ParaAegis: Parallel Protection for Flexible Privacy-preserved Federated Learning

Zihou Wu, Yuecheng Li, Tianchi Liao +2

Federated learning (FL) faces a critical dilemma: existing protection mechanisms like differential privacy (DP) and homomorphic encryption (HE) enforce a rigid trade-off, forcing a…