An Enhanced Intrusion Detection System Based on Multi-Layer Feature Reduction for Probe and DoS Attacks.
Mohamed ElshrkaweyMarwa AlalfiHassan Al-MahdiPublished in: J. Internet Serv. Inf. Secur. (2021)
Keyphrases
- multi layer
- dos attacks
- network security
- intrusion detection system
- feature reduction
- intrusion detection
- network attacks
- denial of service attacks
- rough sets
- computer networks
- anomaly detection
- network traffic
- text categorization
- reduction method
- network intrusion detection
- random forest
- feature set
- k nearest neighbor
- neural network
- feature selection
- texture segmentation
- neural nets
- lightweight
- knn
- computer systems
- support vector machine
- linear discriminant analysis
- feature extraction
- rough set theory
- principal component analysis
- data mining
- classification accuracy
- pattern recognition
- information security
- data processing
- image classification
- active learning