Opacus: User-Friendly Differential Privacy Library in PyTorch.
Ashkan YousefpourIgor ShilovAlexandre SablayrollesDavide TestuggineKarthik PrasadMani MalekJohn NguyenSayan GoshAkash BharadwajJessica ZhaoGraham CormodeIlya MironovPublished in: CoRR (2021)
Keyphrases
- user friendly
- differential privacy
- differentially private
- privacy preserving
- private data
- privacy guarantees
- user interface
- data sharing
- graphical interface
- privacy preservation
- interactive data mining
- privacy preserving data mining algorithms
- software package
- personal information
- data privacy
- online databases
- user friendly interface
- senior citizens
- databases
- privacy preserving data mining
- anonymized data
- database
- search logs
- private information
- data management
- web search
- end users
- website