Discriminative Adversarial Privacy: Balancing Accuracy and Membership Privacy in Neural Networks.
Eugenio LomurnoAlberto ArchettiFrancesca AusonioMatteo MatteucciPublished in: BMVC (2023)
Keyphrases
- neural network
- privacy preserving
- privacy aware
- privacy preserving data mining
- private data
- personal information
- privacy requirements
- security risks
- differential privacy
- privacy protection
- statistical databases
- location privacy
- privacy concerns
- pattern recognition
- privacy issues
- data privacy
- privacy preservation
- genetic algorithm
- security concerns
- private information
- sensitive information
- high accuracy
- semi supervised
- artificial neural networks
- training set
- data sharing
- neural network model
- error rate
- classification accuracy
- preserving privacy
- privacy enhancing