Towards scalable rough set based attribute subset selection for intrusion detection using parallel genetic algorithm in MapReduce.
El-Sayed M. El-AlfyMashaan A. AlshammariPublished in: Simul. Model. Pract. Theory (2016)
Keyphrases
- intrusion detection
- subset selection
- parallel genetic algorithm
- intrusion detection system
- anomaly detection
- genetic algorithm
- network security
- network traffic
- high detection rate
- feature selection
- network intrusion detection
- artificial immune
- rough set theory
- rough sets
- computer security
- cyber security
- detecting anomalous
- hill climbing
- information security
- cloud computing
- network intrusion
- network intrusions
- computer networks
- data mining
- data mining techniques
- simulated annealing
- intrusion detection and prevention
- face detection
- lightweight
- evolutionary algorithm
- data analysis
- alert correlation
- object recognition
- network intrusion detection systems