Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models.
Pouya SamangoueiMaya KabkabRama ChellappaPublished in: ICLR (Poster) (2018)
Keyphrases
- generative model
- probabilistic model
- discriminative models
- mixture model
- maximum entropy principle
- ddos attacks
- naive bayes models
- support vector
- discriminative learning
- prior knowledge
- hierarchical hidden markov models
- hierarchical models
- em algorithm
- training data
- decision trees
- semi supervised
- intrusion detection
- bayesian networks
- conditional random fields
- feature set
- topic models
- object categories
- naive bayes
- representational power
- conditional probabilities
- machine learning algorithms
- training examples
- feature selection
- training samples
- information extraction
- maximum entropy
- latent variables
- discriminative methods
- support vector machine
- image processing