Improving Utility for Privacy-Preserving Analysis of Correlated Columns using Pufferfish Privacy.
Krystal MaughanJoseph P. NearPublished in: CoRR (2022)
Keyphrases
- differential privacy
- privacy preserving
- differentially private
- private data
- privacy preserving data mining
- privacy guarantees
- privacy preservation
- privacy requirements
- data privacy
- privacy preserving data mining algorithms
- private information
- data sharing
- vertically partitioned data
- privacy concerns
- sensitive information
- privacy protection
- personal data
- data analysis
- data anonymization
- data perturbation
- personal information
- multi party
- privacy issues
- horizontally partitioned data
- privacy preserving association rule mining
- data mining
- record linkage
- privacy sensitive
- secure multiparty computation
- database
- scalar product
- privacy preserving classification
- anonymized data
- search engine
- information security
- sensitive data