Malware Classification Based on GAF Visualization of Dynamic API Call Sequences.
Hongmei ZhangXiaoqian YunXiaofang DengXiaoxiong ZhongPublished in: ICCT (2022)
Keyphrases
- pattern recognition
- feature extraction
- feature vectors
- pattern classification
- decision trees
- support vector
- preprocessing
- classification process
- hidden markov models
- classification systems
- automatic classification
- classification algorithm
- training samples
- class labels
- intrusion detection
- dynamic environments
- model selection
- supervised learning
- support vector machine
- classification accuracy
- support vector machine svm
- machine learning algorithms
- svm classifier
- text classification
- classification rules
- classification scheme
- feature space
- dynamic textures
- sequence classification
- application programming interface