CNN- and GAN-based classification of malicious code families: A code visualization approach.
Ziyue WangWeizheng WangYaoqi YangZhaoyang HanDequan XuChunhua SuPublished in: Int. J. Intell. Syst. (2022)
Keyphrases
- malicious code
- static analysis
- decision trees
- support vector
- pattern recognition
- classification accuracy
- classification method
- classification algorithm
- image classification
- convolutional neural network
- network traffic
- machine learning
- data analysis
- support vector machine
- feature vectors
- database
- reverse engineering
- self organizing maps
- malicious behavior
- feature selection
- dynamic analysis
- feature extraction
- training set
- class labels
- support vector machine svm
- model selection
- data processing
- source code
- feature set
- open source