A feature dimension reduction technology for predicting DDoS intrusion behavior in multimedia internet of things.
Yongsheng ZongGuoyan HuangPublished in: Multim. Tools Appl. (2021)
Keyphrases
- dimension reduction
- multimedia
- key technologies
- principal component analysis
- feature extraction
- high dimensional problems
- high dimensional
- feature space
- low dimensional
- variable selection
- intrusion detection
- random projections
- feature selection
- denial of service attacks
- linear discriminant analysis
- intrusion detection system
- preprocessing
- singular value decomposition
- manifold learning
- high dimensionality
- dimensionality reduction
- preprocessing step
- high dimensional data
- cluster analysis
- unsupervised learning
- feature set
- data mining and machine learning
- multimedia data
- open standards
- dimension reduction methods
- high dimensional data analysis
- partial least squares
- learning algorithm
- neural network
- feature vectors
- decision trees
- clustering algorithm