WCGAN-GP based synthetic attack data generation with GA based feature selection for IDS.
Arpita SrivastavaDitipriya SinhaVikash KumarPublished in: Comput. Secur. (2023)
Keyphrases
- data generation
- feature selection
- genetic programming
- fitness function
- intrusion detection system
- attack scenarios
- active learning
- text categorization
- genetic algorithm
- machine learning
- data streams
- intrusion detection
- alert correlation
- genetic algorithm ga
- feature space
- normal traffic
- text classification
- classification accuracy
- model selection
- streaming data
- feature set
- dimensionality reduction
- low cost
- high throughput
- data sets
- co training
- feature extraction