A DDoS Attack Detection using PCA Dimensionality Reduction and Support Vector Machine.
Bhargavi GoparajuBandla Sreenivasa RaoPublished in: Int. J. Commun. Networks Inf. Secur. (2023)
Keyphrases
- attack detection
- dimensionality reduction
- support vector machine
- principal component analysis
- principal components analysis
- intrusion detection system
- multistage
- feature space
- feature selection
- kernel pca
- principal components
- feature reduction
- low dimensional
- high dimensional data
- high dimensional
- svm classifier
- linear discriminant analysis
- pattern recognition
- dimensionality reduction methods
- feature extraction
- random projections
- dimension reduction
- intrusion detection
- kernel methods
- support vector
- k nearest neighbor
- unsupervised learning
- machine learning
- data points
- training data
- feature vectors
- product recommendation
- kernel function
- network security
- knn
- classification accuracy
- support vector machine svm
- text categorization
- computer networks
- anomaly detection
- computer systems
- training set
- cyber attacks
- dynamic programming