Privacy, accuracy, and model fairness trade-offs in federated learning
Xiuting Gu, Tianqing Zhu, Jie Li, Tao Zhang, Wei Ren, Kim‐Kwang Raymond Choo
Topics & Concepts
Computer scienceDifferential privacyOddsFederated learningInformation privacyFairness measureInternet privacyArtificial intelligenceComputer securityMachine learningLogistic regressionData miningThroughputWirelessTelecommunicationsPrivacy-Preserving Technologies in DataEthics and Social Impacts of AIPrivacy, Security, and Data Protection