Mining network data for intrusion detection through combining SVMs with ant colony networks.
Wenying FengQinglei ZhangGongzhu HuJimmy Xiangji HuangPublished in: Future Gener. Comput. Syst. (2014)
Keyphrases
- intrusion detection
- ant colony
- ant colony algorithm
- data mining techniques
- data mining
- intrusion detection system
- ant colony optimization
- anomaly detection
- support vector
- optimisation algorithm
- network security
- network traffic
- outlier mining
- high detection rate
- network intrusion detection
- computer networks
- detecting anomalous
- network intrusion
- knn
- text mining
- genetic algorithm
- stream data mining
- knowledge discovery
- information security
- machine learning
- multi class
- global optimization
- metaheuristic
- fuzzy logic
- databases
- sequential patterns
- feature selection
- alert correlation
- network attacks
- network intrusions