Lecture notes in computer science · 2019 · 513 citations · 8 references
ComputingComputer ScienceOncologyHealth Information PrivacyMachine LearningPrivacy EngineeringData AnonymizationData PrivacyData ProtectionDifferential PrivacyFederated LearningPrivacy ProtectionConvolutional Neural NetworksDifferentially Private Deep LearningDifferentially Private Federated LearningDifferentially Private Machine LearningPatient Data OwnershipPatient Data SharingPrivacy-preserving LearningPrivacy-preserving Machine Learning
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Deep Learning with Differential Privacy
Martı́n Abadi, Andy Chu, Ian Goodfellow et al. · 2016 · 5.9K citations · Full text
Communication-Efficient Learning of Deep Networks from Decentralized Data
H. Brendan McMahan, Eider Moore, Daniel Ramage et al. · arXiv (Cornell University) · 2016 · 5.2K citations · Full text
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
Chen Sun, Abhinav Shrivastava, Saurabh Singh et al. · 2017 · 2.3K citations
Privacy-Preserving Deep Learning
Reza Shokri, Vitaly Shmatikov · 2015 · 2.3K citations