Malicious code classification based on opcode sequences and textCNN network.
Qianhui WangQuan QianPublished in: J. Inf. Secur. Appl. (2022)
Keyphrases
- malicious code
- network traffic
- feature extraction
- supervised learning
- feature vectors
- classification accuracy
- image classification
- static analysis
- support vector machine svm
- training set
- pattern recognition
- support vector machine
- radial basis function network
- complex networks
- classification method
- classification algorithm
- feature space
- machine learning
- test set
- unsupervised learning
- network structure
- sequential patterns
- peer to peer
- computer networks
- decision trees
- hidden markov models
- feature selection