A Flexible Framework for Anomaly Detection via Dimensionality Reduction.
Alireza Vafaei SadrBruce A. BassettMartin KunzPublished in: CoRR (2019)
Keyphrases
- anomaly detection
- dimensionality reduction
- unsupervised learning
- intrusion detection
- detecting anomalies
- network intrusion detection
- anomalous behavior
- high dimensional
- feature extraction
- principal component analysis
- network traffic
- pattern recognition
- data points
- intrusion detection system
- feature space
- feature selection
- computer security
- network anomaly detection
- one class support vector machines
- malware detection
- detecting anomalous
- unsupervised anomaly detection
- behavior analysis
- network security
- reinforcement learning
- detect anomalies
- computer vision
- data sets
- kernel pca
- image processing
- data mining
- neural network
- normal traffic
- connectionist systems