Using differential evolution to optimize 'learning from signals' and enhance network security.
Paul K. HarmerMichael A. TempleMark A. BucknerEthan FarquharPublished in: GECCO (2011)
Keyphrases
- differential evolution
- network security
- evolutionary algorithm
- learning algorithm
- intrusion detection
- supervised learning
- traffic analysis
- intrusion detection system
- differential evolution algorithm
- neural network
- reinforcement learning
- optimization algorithm
- optimization method
- global optimization problems
- test functions
- mutation operator
- particle swarm optimization
- dimensionality reduction
- data mining