Preserving data privacy in federated learning through large gradient pruning
Zhiqiu Zhang, Tianqing Zhu, Wei Ren, Ping Xiong, Kim‐Kwang Raymond Choo
Topics & Concepts
Computer scienceDifferential privacyPruningProcess (computing)Inversion (geology)Federated learningInformation sensitivityArtificial intelligenceImage (mathematics)Data miningMachine learningComputer securityBiologyOperating systemStructural basinPaleontologyAgronomyPrivacy-Preserving Technologies in DataAdversarial Robustness in Machine LearningStochastic Gradient Optimization Techniques