Mutual information-based feature selection for intrusion detection systems.
Fatemeh AmiriMohammad Mahdi Rezaei YousefiCaro LucasAzadeh ShakeryNasser YazdaniPublished in: J. Netw. Comput. Appl. (2011)
Keyphrases
- intrusion detection system
- feature selection
- mutual information
- intrusion detection
- network security
- computer networks
- anomaly detection
- network traffic
- computer security
- network intrusion detection
- distributed intrusion detection
- computer systems
- image registration
- alert correlation
- feature extraction
- cyber security
- network intrusion detection systems
- feature subset
- attack scenarios
- attack detection
- intrusion prevention
- model selection
- misuse detection
- learning algorithm
- data mining techniques
- denial of service attacks
- security architecture
- network intrusions
- information retrieval
- malicious activities
- databases
- network intrusion
- text classification
- database systems
- information security
- reinforcement learning
- high dimensional
- dimensionality reduction
- access control