Deep Hashing for Malware Family Classification and New Malware Identification.
Yunchun ZhangZikun LiaoNing ZhangShaohui MinQi WangTony Q. S. QuekMingxiong ZhaoPublished in: IEEE Internet Things J. (2024)
Keyphrases
- reverse engineering
- automatic classification
- malware detection
- decision trees
- training set
- pattern recognition
- feature extraction
- support vector
- pattern classification
- classification scheme
- image classification
- support vector machine
- classification accuracy
- classification systems
- malicious code
- feature vectors
- support vector machine svm
- achieve high classification accuracy
- text classification
- special case
- feature space
- classification method
- classification rules
- class labels
- training samples
- unsupervised learning
- deep learning
- image retrieval
- feature selection