Feature Ranking and Selection for Intrusion Detection Using Artificial Neural Networks and Statistical Methods.
Ashwin TamilarasanSrinivas MukkamalaAndrew H. SungKrishna YendrapalliPublished in: IJCNN (2006)
Keyphrases
- intrusion detection
- statistical methods
- using artificial neural networks
- feature ranking
- data mining techniques
- statistical analysis
- intrusion detection system
- machine learning
- network security
- anomaly detection
- artificial neural networks
- feature selection
- network traffic
- data mining
- machine learning methods
- neural network model
- support vector machine
- knowledge discovery
- multi layer perceptron
- feature subset selection
- high dimensionality
- gene selection
- classification models
- statistical models
- databases
- fold cross validation
- random forest
- model selection