Evaluating the performance of a differential evolution algorithm in anomaly detection.
Saber M. ElsayedRuhul A. SarkerJill SlayPublished in: CEC (2015)
Keyphrases
- anomaly detection
- differential evolution algorithm
- differential evolution
- evolutionary algorithm
- control parameters
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- one class support vector machines
- network traffic
- traveling salesman problem
- optimization model
- particle swarm optimization
- intrusion detection system
- pso algorithm
- network anomaly detection
- detect anomalies
- particle swarm
- particle swarm optimization pso
- machine learning
- negative selection algorithm
- optimization method
- fitness function
- metaheuristic
- unsupervised learning
- simulated annealing
- genetic algorithm