An immunology-inspired multi-engine anomaly detection system with hybrid particle swarm optimisations.
Frank JiangSai-Ho LingKit Yan ChanZenon ChaczkoFrank Hung-Fat LeungMichael R. FraterPublished in: FUZZ-IEEE (2012)
Keyphrases
- anomaly detection
- particle swarm
- hybrid optimization algorithm
- particle swarm optimization
- optimization method
- intrusion detection
- particle swarm optimization algorithm
- multi objective
- optimisation problems
- detecting anomalies
- swarm intelligence
- anomalous behavior
- premature convergence
- evolutionary algorithm
- optimization methods
- network intrusion detection
- fitness function
- differential evolution
- network traffic
- hybrid algorithm
- pso algorithm
- detect anomalies
- one class support vector machines
- detecting anomalous
- negative selection algorithm
- genetic algorithm
- intrusion detection system
- network anomaly detection
- optimization algorithm
- object recognition
- neural network
- supervised learning
- particle swarm optimisation
- cost function