Use the Spear as a Shield: An Adversarial Example Based Privacy-Preserving Technique Against Membership Inference Attacks.
Mingfu XueChengxiang YuanCan HeYinghao WuZhiyu WuYushu ZhangZhe LiuWeiqiang LiuPublished in: IEEE Trans. Emerg. Top. Comput. (2023)
Keyphrases
- privacy preserving
- data miner
- privacy preserving data mining
- privacy preservation
- multi party
- vertically partitioned data
- private information
- sensitive information
- data privacy
- horizontally partitioned data
- naive bayesian classification
- privacy sensitive
- personal data
- partitioned data
- secure multiparty computation
- privacy preserving classification
- data transformation
- privacy protection
- privacy requirements
- private data
- homomorphic encryption
- data perturbation
- data sets
- differential privacy
- record linkage
- horizontally partitioned
- sensitive data
- high dimensional