Privacy-Preserving Outlier Detection for Data Streams.
Jonas BöhlerDaniel BernauFlorian KerschbaumPublished in: DBSec (2017)
Keyphrases
- privacy preserving
- outlier detection
- data streams
- detecting outliers
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- fraud detection
- streaming data
- private information
- density estimation
- data privacy
- sensitive information
- data sets
- data distribution
- privacy protection
- concept drift
- detect outliers
- record linkage
- personal data
- uncertain data
- scalar product
- privacy sensitive
- frequent itemsets
- detection algorithm
- differential privacy
- itemsets
- knowledge discovery