Top-k sparsification with secure aggregation for privacy-preserving federated learning
Shiwei Lu, Ruihu Li, Wenbin Liu, Chaofeng Guan, Xiaopeng Yang
Topics & Concepts
Computer scienceOverhead (engineering)Protocol (science)Federated learningComputer networkArtificial intelligenceMedicinePathologyOperating systemAlternative medicinePrivacy-Preserving Technologies in DataCryptography and Data SecurityStochastic Gradient Optimization Techniques