A Summary of Data Analysis Based on Differential Privacy.
Bo CaiXuanxuan WangPeng LiZhijie HanPublished in: BigDataSecurity/HPSC/IDS (2018)
Keyphrases
- differential privacy
- data analysis
- differentially private
- privacy preserving
- private data
- tabular data
- privacy preservation
- privacy guarantees
- privacy preserving data mining algorithms
- data sharing
- data mining
- knowledge discovery
- data collection
- machine learning
- business intelligence
- personal information
- data privacy
- data mining applications
- data sets
- data mining algorithms
- high dimensional data
- databases
- search logs
- data sources
- database systems
- anonymized data