Unlocking the Potential of Naïve Bayes for Network Intrusion Detection: A RandomForest-Driven Feature Selection Strategy.
Rayane ElRabaaSoha RawasAli El-ZaartPublished in: ICCA (2023)
Keyphrases
- selection strategy
- network intrusion detection
- bayes classifiers
- tree augmented
- bayes classifier
- intrusion detection
- bayesian classifiers
- selection strategies
- anomaly detection
- bayesian networks
- bayesian network classifiers
- artificial immune
- network intrusion
- selection algorithm
- intrusion detection system
- naive bayes classifier
- fraud detection
- clonal selection algorithm
- network anomaly detection
- multi class
- feature set
- support vector
- feature selection
- bayesian classifier
- genetic algorithm
- network security
- network traffic
- fitness function
- image features
- support vector machine
- decision trees
- text categorization
- bayes net
- network intrusions
- computer networks
- information systems
- rule learner
- social networks
- neural network