Joint Selfattention-SVM DDoS Attack Detection and Defense Mechanism Based on Self-Attention Mechanism and SVM Classification for SDN Networks.
Wanying ManGuiqin YangShurui FengPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2024)
Keyphrases
- svm classification
- attack detection
- attention mechanism
- support vector machine svm
- support vector machine
- intrusion detection system
- support vector
- ddos attacks
- intrusion detection
- svm classifier
- kernel function
- multistage
- classification accuracy
- image classification
- computer networks
- network security
- visual attention
- learning algorithm
- pattern recognition
- cyber attacks
- support vectors
- multi class
- classification method
- cross validation
- classification algorithm
- knn
- real time
- supervised learning
- anomaly detection