Method of Detecting Malware Through Analysis of Opcodes Frequency with Machine Learning Technique.
Sang-Uk WooDong-Hee KimTai-Myoung ChungPublished in: CSA/CUTE (2016)
Keyphrases
- machine learning
- high precision
- high accuracy
- cost function
- theoretical analysis
- detection method
- synthetic data
- computational complexity
- computer vision
- preprocessing
- prior knowledge
- significant improvement
- dynamic programming
- experimental evaluation
- segmentation method
- support vector machine
- image sequences
- statistical analysis
- clustering method
- data driven approaches
- classification method
- detection algorithm
- computationally efficient
- input data
- classification accuracy
- computational cost
- data analysis
- image processing
- feature selection