Privacy-Preserving Anomaly Detection Using Synthetic Data.
Rudolf MayerMarkus HittmeirAndreas EkelhartPublished in: DBSec (2020)
Keyphrases
- synthetic data
- anomaly detection
- privacy preserving
- privacy preserving data mining
- intrusion detection
- network traffic
- privacy preservation
- anomalous behavior
- detecting anomalies
- network intrusion detection
- real world
- vertically partitioned data
- real image data
- data sets
- private information
- sensitive information
- one class support vector machines
- data privacy
- intrusion detection system
- scalar product
- privacy protection
- detect anomalies
- negative selection algorithm
- secure multiparty computation
- differential privacy
- sensitive data
- unsupervised learning
- pattern recognition
- databases
- database