Improving the Accuracy of Intrusion Detection Using GAR-Forest with Feature Selection.
Navaneeth Kumar KanakarajanKandasamy MuniasamyPublished in: FICTA (2015)
Keyphrases
- intrusion detection
- feature selection
- intrusion detection system
- anomaly detection
- network security
- classification accuracy
- network traffic
- network intrusion detection
- computer security
- artificial immune
- cyber security
- high detection rate
- detecting anomalous
- false positives and false negatives
- network intrusions
- false positive rate
- network intrusion
- data mining techniques
- information security
- data mining
- network intrusion detection systems
- computer networks
- feature space
- feature extraction
- alert correlation
- network attacks
- databases
- naive bayes
- semi supervised
- computational cost
- data model
- learning algorithm
- machine learning