Preserving differential privacy in deep neural networks with relevance-based adaptive noise imposition
Maoguo Gong, Ke Pan, Yu Xie, A. K. Qin, Zedong Tang
Topics & Concepts
Differential privacyComputer scienceRelevance (law)Artificial intelligenceArtificial neural networkNoise (video)Deep learningInformation sensitivityInformation leakagePrivate information retrievalMachine learningProcess (computing)AdversaryInformation privacyData miningComputer securityLawImage (mathematics)Operating systemPolitical sciencePrivacy-Preserving Technologies in DataAdversarial Robustness in Machine LearningStochastic Gradient Optimization Techniques