Discriminative Adversarial Privacy: Balancing Accuracy and Membership Privacy in Neural Networks.
Eugenio LomurnoAlberto ArchettiFrancesca AusonioMatteo MatteucciPublished in: CoRR (2023)
Keyphrases
- neural network
- privacy preserving
- personal information
- private information
- security issues
- differential privacy
- privacy issues
- statistical databases
- privacy enhancing
- privacy aware
- high accuracy
- privacy protection
- privacy preserving data mining
- data mining
- preserving privacy
- computational cost
- error rate
- privacy concerns
- privacy policies
- pattern recognition
- legal issues
- identity management
- computational complexity
- private data
- fuzzy logic
- privacy preservation
- prediction accuracy
- data sets
- neural nets
- multilayer perceptron
- feed forward
- self organizing maps
- fault diagnosis