Differential Privacy Data Release through Adding Noise on Average Value.
Xilin ZhangYingjie WuXiaodong WangPublished in: NSS (2012)
Keyphrases
- data sets
- differentially private
- data analysis
- database
- data points
- differential privacy
- private data
- input data
- data collection
- raw data
- high dimensional data
- original data
- knowledge discovery
- data sources
- data mining
- information sources
- dimensionality reduction
- data objects
- data quality
- study proposes
- distributed data
- data privacy
- social networks