Concept Drift Adaptation in Intrusion Detection Systems Using Ensemble Learning.
Deepa C. MulimaniShashikumar G. TotadPrakashgoud R. PatilPublished in: Int. J. Nat. Comput. Res. (2021)
Keyphrases
- concept drift
- ensemble learning
- intrusion detection system
- intrusion detection
- data streams
- anomaly detection
- streaming data
- network traffic
- data distribution
- classification algorithm
- change detection
- non stationary
- ensemble classifier
- stream data
- data mining
- alert correlation
- computer systems
- image processing
- unsupervised learning
- principal component analysis
- supervised learning
- training data