A new hierarchical intrusion detection system based on a binary tree of classifiers.
Ahmed AhmimNacira Ghoualmi-ZinePublished in: Inf. Comput. Secur. (2015)
Keyphrases
- binary tree
- intrusion detection system
- intrusion detection
- multiclass svm
- quadtree
- network security
- hierarchical structure
- computer networks
- distributed intrusion detection
- network intrusion detection
- network traffic
- anomaly detection
- training data
- multiresolution
- feature selection
- attack detection
- computer systems
- training set
- support vector
- decision trees
- unauthorized access
- multi class
- information security
- normal behavior
- naive bayes
- binary classifiers
- databases
- text classification
- data mining techniques
- data management
- data structure
- learning algorithm