A Classification Algorithm for Network Traffic based on Improved Support Vector Machine.
Lei DingFei YuSheng PengChen XuPublished in: J. Comput. (2013)
Keyphrases
- classification algorithm
- network traffic
- support vector machine
- intrusion detection
- anomaly detection
- k nearest neighbor
- classification method
- training set
- multi class
- intrusion detection system
- accurate classification
- knn
- support vector machine svm
- class labels
- traffic data
- feature selection
- support vector
- network intrusion detection
- internet traffic
- detecting anomalous
- data sets
- feature vectors
- machine learning
- naive bayes
- concept drift
- network bandwidth
- database
- bayesian networks
- learning algorithm
- traffic patterns
- pairwise
- face recognition
- clustering algorithm
- image processing
- long range dependence