Have it your way: Individualized Privacy Assignment for DP-SGD.
Franziska BoenischChristopher MühlAdam DziedzicRoy RinbergNicolas PapernotPublished in: NeurIPS (2023)
Keyphrases
- dynamic programming
- privacy preserving
- personal information
- privacy preservation
- privacy concerns
- privacy enhancing
- differential privacy
- security issues
- statistical databases
- learning process
- personal data
- privacy preserving data mining
- sensitive information
- privacy issues
- location privacy
- security concerns
- preserving privacy
- stochastic gradient descent
- user privacy
- database
- information loss
- private information
- service providers
- rfid systems
- machine learning