Differential Privacy-Preserving Density Peaks Clustering Based on Shared Near Neighbors Similarity.
Liping SunShuting BaoShang CiXiaoyao ZhengLiangmin GuoYonglong LuoPublished in: IEEE Access (2019)
Keyphrases
- privacy preserving
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- similarity measure
- private information
- privacy sensitive
- data privacy
- data perturbation
- nearest neighbor
- privacy concerns
- scalar product
- multi party
- preserving privacy
- differential privacy
- sensitive information
- horizontally partitioned data
- privacy preserving association rule mining
- data publishing
- privacy issues
- personal data
- record linkage
- homomorphic encryption
- sensitive data
- privacy protection
- distance function
- data sets
- private data
- privacy preserving classification