A Traffic Classification Algorithm for Intrusion Detection.
Tarek AbbesAdel BouhoulaMichaël RusinowitchPublished in: AINA Workshops (1) (2007)
Keyphrases
- classification algorithm
- intrusion detection
- network traffic
- intrusion detection system
- network traffic data
- anomaly detection
- worm detection
- network security
- knn
- k nearest neighbor
- network intrusion detection
- high detection rate
- support vector machine
- traffic data
- information security
- naive bayes
- training set
- detecting anomalous
- concept drift
- network intrusion
- learning algorithm
- class labels
- data mining
- traffic flow
- network intrusions
- data mining techniques
- computer networks
- data sets
- intrusion prevention
- bayesian networks
- fraud detection
- text categorization
- nearest neighbor
- small number
- alert correlation
- image processing
- computer vision
- real world
- neural network