Have it your way: Individualized Privacy Assignment for DP-SGD.
Franziska BoenischChristopher MühlAdam DziedzicRoy RinbergNicolas PapernotPublished in: CoRR (2023)
Keyphrases
- dynamic programming
- privacy preserving
- personal information
- differential privacy
- private information
- privacy protection
- privacy preservation
- personal data
- learning styles
- privacy issues
- security issues
- sensitive information
- stochastic gradient descent
- privacy aware
- privacy requirements
- database views
- privacy preserving data mining
- data sets
- privacy concerns
- learning process
- least squares
- identity management
- location privacy
- legal issues
- optical flow
- security concerns
- preserving privacy