A High Efficiency and Accuracy Method for x86 Undocumented Instruction Detection and Classification.
Jiatong WuBaojiang CuiChen ChenXiang LongPublished in: IMIS (2021)
Keyphrases
- high efficiency
- high accuracy
- classification accuracy
- detection method
- classification method
- accuracy rate
- computational cost
- support vector machine svm
- detection algorithm
- false positive rate
- high precision
- machine learning methods
- benchmark data sets
- classification process
- error rate
- pattern recognition
- pattern classification
- model selection
- preprocessing
- multi class
- highly accurate
- detection rate
- combination of multiple classifiers
- classification algorithm
- segmentation method
- clustering method
- support vector machine
- feature extraction
- computational efficiency
- false positives
- training samples
- unsupervised learning
- supervised learning
- knn
- clustering algorithm