Byte-level malware classification based on markov images and deep learning.
Baoguo YuanJunfeng WangDong LiuWen GuoPeng WuXuhua BaoPublished in: Comput. Secur. (2020)
Keyphrases
- deep learning
- image classification
- input image
- image database
- pattern recognition
- object recognition
- image features
- unsupervised learning
- test images
- multiple images
- image retrieval
- feature extraction
- restricted boltzmann machine
- viewpoint
- similarity measure
- image annotation
- decision trees
- text classification
- lighting conditions
- image regions
- principal component analysis
- segmentation method
- machine learning
- semi supervised
- feature space
- computer vision