DEQSVC: Dimensionality Reduction and Encoding Technique for Quantum Support Vector Classifier Approach to Detect DDoS Attacks.
Ahmad AlomariSathish A. P. KumarPublished in: IEEE Access (2023)
Keyphrases
- support vector
- ddos attacks
- dimensionality reduction
- feature selection
- svm classifier
- support vector machine
- feature space
- linear discriminant analysis
- normal traffic
- application layer
- kernel function
- training examples
- dos attacks
- principal component analysis
- feature extraction
- support vectors
- hyperplane
- high dimensional data
- kernel methods
- support vector machine svm
- classification accuracy
- pattern recognition
- support vector regression
- network services
- information systems
- semi supervised
- denial of service attacks
- defense mechanisms