Research on Network Intrusion Detection Based on Support Vector Machine Optimized with Pigeon-inspired Optimization Algorithm.
Yiheng SunZhiwei YeChunzhi WangLingyu YanRuoxi WangPublished in: IDAACS-SWS (2018)
Keyphrases
- optimization algorithm
- network intrusion detection
- support vector machine
- multi objective
- intrusion detection
- anomaly detection
- network intrusion
- fraud detection
- optimization method
- network anomaly detection
- multi class
- intrusion detection system
- differential evolution
- particle swarm optimization pso
- artificial immune
- optimization strategy
- evolutionary multi objective
- support vector
- network traffic
- machine learning
- control parameters
- global optima
- honey bee
- network intrusions
- network security
- evolutionary algorithm
- cost sensitive
- artificial bee colony
- training set
- training data
- feature selection
- neural network
- databases
- particle swarm optimization
- feature vectors
- network attacks
- hybrid optimization algorithm