A robust intrusion detection model based on a combination of PCA-GM and trunced LDA.
Archi TahaMohammed BenattouPublished in: WINCOM (2023)
Keyphrases
- intrusion detection
- principal component analysis
- linear discriminant analysis
- intrusion detection system
- anomaly detection
- face recognition
- dimensionality reduction
- network security
- network traffic
- network intrusion detection
- high detection rate
- dimension reduction
- detecting anomalous
- feature extraction
- subspace methods
- computer security
- principle component analysis
- artificial immune
- network intrusion
- false positives and false negatives
- linear discriminate analysis
- alert correlation
- information security
- cyber security
- high dimensional
- feature space
- database systems
- data mining
- intrusion prevention
- malicious code detection
- fraud detection
- object detection
- k means
- pairwise
- support vector
- real world
- databases
- data sets