Network intrusion detection through online transformation of eigenvector reflecting concept drift.
Seongchul ParkSanghyun SeoChanghoon JeongJuntae KimPublished in: DATA (2018)
Keyphrases
- network intrusion detection
- concept drift
- network anomaly detection
- data streams
- intrusion detection
- anomaly detection
- network intrusion
- streaming data
- intrusion detection system
- fraud detection
- non stationary
- drifting concepts
- stream clustering
- drift detection
- data stream classification
- classification algorithm
- network traffic
- data distribution
- change detection
- data mining
- computer networks
- outlier detection
- batch learning
- database
- naive bayes
- multi dimensional
- principal component analysis
- feature space
- decision trees
- clustering algorithm
- learning algorithm