A feature-vector generative adversarial network for evading PDF malware classifiers.
Yuanzhang LiYaxiao WangYe WangLishan KeYu-an TanPublished in: Inf. Sci. (2020)
Keyphrases
- feature vectors
- feature set
- svm classifier
- train a support vector machine
- feature space
- training stage
- feature extraction
- decision trees
- active learning
- computer networks
- image features
- feature selection
- complex networks
- network structure
- training data
- euclidean distance
- generative model
- reverse engineering
- gabor filters
- gaussian mixture model
- data flow
- unsupervised learning
- peer to peer
- machine learning
- classification accuracy
- wireless sensor networks
- support vector
- source code
- naive bayes
- multi agent
- computer vision