Computer Standards & Interfaces · 2021 · 77 citations · 31 references
ComputingBiomedical InformaticsComputer ScienceCryptographyMachine LearningPrivacy EngineeringData ConfidentialityDifferential PrivacyFederated LearningHomomorphic EncryptionPrivacy ProtectionPrivacy-preserving ProtocolsDifferentially Private Federated LearningEncrypted Machine LearningPrivacy-preserving LearningPrivacy-preserving Machine LearningReconstruction Attacks
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Qiang Yang, Yang Liu, Tianjian Chen et al. · ACM Transactions on Intelligent Systems and Technology · 2019 · 5.9K citations
Deep Learning with Differential Privacy
Martı́n Abadi, Andy Chu, Ian Goodfellow et al. · 2016 · 5.9K citations · Full text
Practical Secure Aggregation for Privacy-Preserving Machine Learning
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Privacy-Preserving Deep Learning
Reza Shokri, Vitaly Shmatikov · 2015 · 2.3K citations