Enhancing intrusion detection systems through dimensionality reduction: A comparative study of machine learning techniques for cyber security.
Faisal NabiXujuan ZhouPublished in: Cyber Secur. Appl. (2024)
Keyphrases
- cyber security
- intrusion detection system
- dimensionality reduction
- intrusion detection
- cyber attacks
- network security
- anomaly detection
- computer networks
- high dimensional
- network traffic
- critical infrastructure
- principal component analysis
- feature extraction
- smart grid
- computer systems
- machine learning
- feature space
- pattern recognition
- data points
- feature selection
- data processing
- information security
- unsupervised learning
- databases
- intrusion prevention
- security issues
- data management
- computational intelligence
- data warehouse
- data analysis
- data mining