Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models.
Pouya SamangoueiMaya KabkabRama ChellappaPublished in: CoRR (2018)
Keyphrases
- generative model
- probabilistic model
- naive bayes models
- discriminative learning
- ddos attacks
- conditional random fields
- mixture model
- decision trees
- hierarchical models
- maximum entropy principle
- hierarchical hidden markov models
- discriminative models
- prior knowledge
- support vector
- em algorithm
- topic models
- generative and discriminative models
- training data
- machine learning algorithms
- mixed membership
- semi supervised
- expectation maximization
- feature set
- feature selection
- bayesian networks
- multi class
- class labels
- training samples
- intrusion detection
- training set
- co training
- object categories
- training examples