Protecting Data Privacy in Federated Learning Combining Differential Privacy and Weak Encryption
Chuanyin Wang, Cunqing Ma, Min Li, Neng Gao, Yifei Zhang, Zhuoxiang Shen
Topics & Concepts
Computer scienceDifferential privacyCiphertextEncryptionInformation leakageSemantic securityComputer securityLearning with errorsPrivacy softwareInformation privacyInformation sensitivityFederated learningPrivacy protectionComputer networkData miningAttribute-based encryptionPublic-key cryptographyDistributed computingPrivacy-Preserving Technologies in DataCryptography and Data SecurityWireless Communication Security Techniques