Differential Privacy Defenses and Sampling Attacks for Membership Inference.
Shadi RahimianTribhuvanesh OrekondyMario FritzPublished in: AISec@CCS (2021)
Keyphrases
- differential privacy
- differentially private
- denial of service attacks
- privacy preserving
- private data
- privacy guarantees
- privacy preservation
- dos attacks
- tabular data
- privacy preserving data mining algorithms
- random sampling
- bayesian inference
- data privacy
- network security
- data sharing
- anonymized data
- personal information
- databases