A computationally efficient dimensionality reduction and attack classification approach for network intrusion detection.
N. D. PatelB. M. MehtreRajeev WankarPublished in: Int. J. Inf. Sec. (2024)
Keyphrases
- network intrusion detection
- computationally efficient
- dimensionality reduction
- network intrusion
- feature extraction
- intrusion detection
- anomaly detection
- network anomaly detection
- classification accuracy
- fraud detection
- feature space
- high dimensionality
- pattern recognition
- network attacks
- cost sensitive
- artificial immune
- real world
- image classification
- machine learning
- decision trees
- text classification
- intrusion detection system
- feature selection
- dimensionality reduction methods
- network intrusions
- unsupervised learning
- databases
- image segmentation
- kernel learning
- training data
- network security
- support vector
- feature vectors
- network traffic
- class labels
- text mining