sIDMG: Small-Size Intrusion Detection Model Generation of Complimenting Decision Tree Classification Algorithm.
Seung-Hyun PaekYoon-Keun OhDo-Hoon LeePublished in: WISA (2006)
Keyphrases
- classification algorithm
- small size
- intrusion detection
- decision trees
- naive bayes
- training set
- intrusion detection system
- classification rules
- anomaly detection
- network security
- network intrusion detection
- network traffic
- knn
- k nearest neighbor
- high detection rate
- information security
- machine learning
- training data
- class labels
- data mining techniques
- text classification
- classification accuracy
- learning algorithm
- support vector machine
- cost sensitive
- detecting anomalous
- concept drift
- alert correlation
- network attacks
- data mining
- active learning
- bayesian networks
- network intrusions
- database
- clustering algorithm
- image processing
- feature selection
- data sets