Privacy-Preserving Outlier Detection Through Random Nonlinear Data Distortion.
Kanishka BhaduriMark D. StefanskiAshok N. SrivastavaPublished in: IEEE Trans. Syst. Man Cybern. Part B (2011)
Keyphrases
- privacy preserving
- outlier detection
- data privacy
- detect outliers
- data sets
- vertically partitioned data
- privacy requirements
- sensitive information
- knowledge discovery
- private data
- privacy sensitive
- data structure
- data sources
- privacy issues
- privacy preservation
- preserving privacy
- privacy preserving data mining
- information loss
- detecting outliers
- data quality
- original data
- private information
- data mining
- sensitive data
- data distribution
- data points
- horizontally partitioned data
- record linkage
- database
- personal data
- data analysis
- input data
- privacy concerns
- data mining applications
- high dimensional data
- detection algorithm