Collaborative Differentially Private Outlier Detection for Categorical Data.
Hafiz Salman AsifTanay TalukdarJaideep VaidyaBasit ShafiqNabil R. AdamPublished in: CIC (2016)
Keyphrases
- categorical data
- differentially private
- outlier detection
- distance based outlier detection
- parameter free
- differential privacy
- cluster analysis
- density based clustering
- data mining
- detection algorithm
- fraud detection
- attribute values
- knowledge discovery
- data streams
- privacy preserving
- dimensionality reduction
- least squares
- k means
- information retrieval
- real world