An extended assessment of metaheuristics-based feature selection for intrusion detection in CPS perception layer.
Silvio E. QuincozesDiego G. PassosCélio Vinicius N. de AlbuquerqueDaniel MosséLuiz Satoru OchiPublished in: Ann. des Télécommunications (2022)
Keyphrases
- intrusion detection
- feature selection
- intrusion detection system
- anomaly detection
- network intrusion detection
- network traffic
- network security
- high detection rate
- data mining
- network intrusion
- detecting anomalous
- support vector
- multi class
- information security
- machine learning
- cyber security
- metaheuristic
- dimensionality reduction
- knn
- artificial immune
- simulated annealing
- computer security
- classification accuracy
- feature extraction
- network intrusions
- computer systems
- text classification
- normal behavior
- data streams
- reinforcement learning