INSOMNIA: Towards Concept-Drift Robustness in Network Intrusion Detection.
Giuseppina AndresiniFeargus PendleburyFabio PierazziCorrado LoglisciAnnalisa AppiceLorenzo CavallaroPublished in: AISec@CCS (2021)
Keyphrases
- network intrusion detection
- concept drift
- network anomaly detection
- data streams
- intrusion detection
- anomaly detection
- network intrusion
- drifting concepts
- streaming data
- intrusion detection system
- fraud detection
- non stationary
- drift detection
- network traffic
- classification algorithm
- change detection
- data stream classification
- data distribution
- data sets
- machine learning
- data mining