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Differential privacy protection over deep learning: An investigation of its impacted factors

Ying Lin, Ling-Yan Bao, Ze-Minghui Li, Shu-Zheng Si, Chao‐Hsien Chu

2020Computers & Security16 citationsDOI

Topics & Concepts

Computer scienceStochastic gradient descentDifferential privacyConvolutional neural networkConvergence (economics)Clipping (morphology)Artificial intelligenceDeep learningNoise (video)PremiseMachine learningArtificial neural networkRate of convergenceAlgorithmData miningKey (lock)Computer securityEconomic growthLinguisticsPhilosophyImage (mathematics)EconomicsPrivacy-Preserving Technologies in DataAdversarial Robustness in Machine LearningVehicular Ad Hoc Networks (VANETs)
Differential privacy protection over deep learning: An investigation of its impacted factors | Litcius