Using weighted Support Vector Machine to address the imbalanced classes problem of Intrusion Detection System.
Alaeddin AlabdallahMohammed AwadPublished in: KSII Trans. Internet Inf. Syst. (2018)
Keyphrases
- intrusion detection system
- intrusion detection
- support vector machine
- network security
- distributed intrusion detection
- network intrusion detection
- anomaly detection
- computer networks
- network traffic
- attack detection
- computer systems
- misuse detection
- lp norm
- machine learning
- data mining
- database
- network intrusion detection systems
- alert correlation
- data mining techniques
- multi class
- unauthorized access
- intrusion prevention
- feature selection
- mobile agents
- databases
- information retrieval
- knn
- pattern recognition
- training data