Use the Spear as a Shield: A Novel Adversarial Example based Privacy-Preserving Technique against Membership Inference Attacks.
Mingfu XueChengxiang YuanCan HeZhiyu WuYushu ZhangZhe LiuWeiqiang LiuPublished in: CoRR (2020)
Keyphrases
- privacy preserving
- data miner
- privacy preservation
- vertically partitioned data
- privacy preserving data mining
- data privacy
- private information
- horizontally partitioned data
- privacy requirements
- secure multiparty computation
- multi party
- privacy sensitive
- privacy issues
- scalar product
- data perturbation
- preserving privacy
- privacy concerns
- privacy protection
- naive bayesian classification
- private data
- privacy preserving classification
- partitioned data
- privacy guarantees
- data sets
- differential privacy
- data mining