Optimization-based adversarial perturbations against twin support vector machines.
Wenjie WangYuanhai ShaoYiju WangPublished in: Comput. Secur. (2024)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- optimization algorithm
- optimization method
- kernel machines
- multi agent
- kernel function
- optimization process
- generalization ability
- combinatorial optimization
- constrained optimization
- optimization methods
- hyperplane
- logistic regression
- global optimization
- information systems
- loss function
- optimization problems
- simulated annealing
- discrete optimization
- optimization strategies
- database systems