Privacy-Preserving Data Analysis: Providing Traceability without Big Brother.
Hiromi AraiKeita EmuraTakuya HayashiPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2021)
Keyphrases
- privacy preserving
- data analysis
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- data privacy
- sensitive information
- multi party
- privacy concerns
- privacy sensitive
- machine learning
- naive bayesian classification
- horizontally partitioned data
- data transformation
- differential privacy
- privacy preserving association rule mining
- data mining
- private information
- data collection
- preserving privacy
- data sets
- data perturbation
- record linkage
- differentially private
- privacy guarantees
- private data
- software architecture
- privacy protection
- sensitive data
- user privacy
- data publishing
- business intelligence
- homomorphic encryption
- secure multiparty computation
- partitioned data
- horizontally partitioned
- personal data