A Novel Feature-Selection Approach Based on Particle Swarm Optimization Algorithm for Intrusion Detection Systems (Workshop Paper).
Jianzhen WangYan JinPublished in: CollaborateCom (2019)
Keyphrases
- particle swarm optimization algorithm
- intrusion detection system
- feature selection
- intrusion detection
- network security
- particle swarm optimization
- anomaly detection
- computer networks
- convergence speed
- network traffic
- network intrusion detection
- particle swarm
- pso algorithm
- distributed intrusion detection
- computer security
- computer systems
- cyber attacks
- intrusion prevention
- alert correlation
- machine learning
- text classification
- inertia weight
- cyber security
- attack detection
- feature space
- feature extraction
- global search
- dimensionality reduction
- feature subset
- network intrusion detection systems
- model selection
- global optimization
- multi objective
- normal behavior
- malicious activities