A Novel Dimension Reduction Scheme for Intrusion Detection Systems in IoT Environments.
Amir AndalibVahid Tabataba VakiliPublished in: CoRR (2020)
Keyphrases
- dimension reduction
- intrusion detection system
- intrusion detection
- network security
- anomaly detection
- computer networks
- network traffic
- principal component analysis
- feature extraction
- high dimensional data
- network intrusion detection
- linear discriminant analysis
- distributed intrusion detection
- high dimensional
- low dimensional
- data mining
- random projections
- computer security
- cluster analysis
- feature space
- feature selection
- intrusion prevention
- dimensionality reduction
- singular value decomposition
- alert correlation
- preprocessing
- cyber attacks
- computer systems
- high dimensionality
- unsupervised learning
- attack detection
- real world
- databases