An Integrated Feature Extraction Based on Principal Components and Deep Auto Encoder with Extra Tree for Intrusion Detection Systems.
Seshu Bhavani MallampatiHari SeethaPublished in: J. Inf. Knowl. Manag. (2024)
Keyphrases
- principal components
- intrusion detection system
- principal component analysis
- feature extraction
- intrusion detection
- dimensionality reduction
- kernel principal component analysis
- network security
- anomaly detection
- network traffic
- network intrusion detection
- computer networks
- feature set
- computer systems
- alert correlation
- face recognition
- intrusion prevention
- computer security
- distributed intrusion detection
- attack detection
- dimension reduction
- image processing
- network intrusion detection systems
- pattern recognition
- linear discriminant analysis
- feature vectors
- feature space
- cyber attacks
- malicious activities
- kernel space
- covariance matrix
- discriminant analysis
- preprocessing
- neural network
- principal component regression
- database systems
- network intrusion
- security architecture
- cyber security
- attack scenarios
- normal behavior
- high dimensional
- data mining techniques