Evolving High-Speed, Easy-to-Understand Network Intrusion Detection Rules with Genetic Programming.
Agustín OrfilaJuan M. Estévez-TapiadorArturo RibagordaPublished in: EvoWorkshops (2009)
Keyphrases
- network intrusion detection
- genetic programming
- high speed
- classification rules
- intrusion detection
- anomaly detection
- network intrusion
- network anomaly detection
- artificial immune
- evolutionary computation
- fitness function
- intrusion detection system
- symbolic regression
- fraud detection
- evolutionary algorithm
- network traffic data
- association rules
- network traffic
- real time
- genetic algorithm
- machine learning
- information security
- probabilistic model
- support vector
- network attacks