Kappa-Fuzzy ARTMAP: A Feature Selection Based Methodology to Intrusion Detection in Computer Networks.
Nelcileno Virgilio de Souza AraújoRuy de OliveiraEd Wilson Tavares FerreiraValtemir Emerencio do NascimentoAilton Akira ShinodaBharat K. BhargavaPublished in: TrustCom/ISPA/IUCC (2013)
Keyphrases
- computer networks
- intrusion detection
- intrusion detection system
- fuzzy artmap
- network traffic
- feature selection
- network security
- incremental learning
- anomaly detection
- network intrusion detection
- neural network
- communication networks
- network management
- network monitoring
- machine learning
- information security
- cyber security
- detecting anomalous
- data mining
- computer systems
- network intrusions
- model selection
- intrusion prevention
- text classification
- data mining techniques
- multi class
- cyber attacks
- support vector machine
- feature extraction
- test set
- ensemble methods
- training patterns
- feature space
- alert correlation