Assessment of data augmentation, dropout with L2 Regularization and differential privacy against membership inference attacks
Sana Ben Hamida, Hichem Mrabet, Faten Chaieb, Abderrazak Jemai
Topics & Concepts
Computer scienceDifferential privacyInferenceSafeguardingDropout (neural networks)Regularization (linguistics)Machine learningField (mathematics)Privacy protectionArtificial intelligenceInformation privacyMNIST databaseComputer securityData miningDeep learningNursingMathematicsPure mathematicsMedicinePrivacy-Preserving Technologies in DataAdversarial Robustness in Machine LearningAdvanced Neural Network Applications