A Framework for Evaluating Client Privacy Leakages in Federated Learning
Wenqi Wei, Ling Liu, Margaret L. Loper, Ka-Ho Chow, Mehmet Emre Gürsoy, Stacey Truex, Yanzhao Wu
Topics & Concepts
Computer scienceFederated learningLeakage (economics)HyperparameterInformation leakageEdge deviceComputer securityMachine learningArtificial intelligenceData miningCloud computingEconomicsOperating systemMacroeconomicsPrivacy-Preserving Technologies in DataAdversarial Robustness in Machine LearningCryptography and Data Security