Kernel-based adversarial attacks and defenses on support vector classification.
Wanman LiXiaozhang LiuAnli YanJie YangPublished in: Digit. Commun. Networks (2022)
Keyphrases
- support vector classification
- denial of service attacks
- support vector
- multi category
- denial of service
- dos attacks
- support vector machine
- support vector regression
- kernel methods
- network security
- security threats
- neural network
- solution path
- intrusion detection system
- feature space
- pattern recognition
- k nearest neighbor
- sparse data
- pairwise
- risk minimization
- machine learning
- data mining