Perturbation Paradigms of Maintaining Privacy-Preserving Monotonicity for Differential Privacy.
Hai LiuZhenqiang WuChanggen PengShuangyue ZhangFeng TianLaifeng LuPublished in: ICICS (2017)
Keyphrases
- privacy preserving
- differential privacy
- privacy guarantees
- data perturbation
- differentially private
- privacy preservation
- private data
- privacy preserving data mining
- data privacy
- vertically partitioned data
- privacy protection
- privacy preserving data mining algorithms
- preserving privacy
- secure multiparty computation
- record linkage
- sensitive information
- privacy issues
- anonymized data
- personal data
- sensitive data
- private information
- information retrieval
- scalar product
- data sets
- privacy concerns
- information retrieval systems