Automatic Analysis and Classification of Obfuscated Bot Binaries.
Ying-Dar LinYi-Ta ChiangYu-Sung WuYuan-Cheng LaiPublished in: Int. J. Netw. Secur. (2014)
Keyphrases
- automatic analysis
- support vector
- pattern recognition
- feature vectors
- classification accuracy
- image classification
- pattern classification
- machine learning
- classification scheme
- classification algorithm
- decision trees
- classification systems
- supervised classification
- object classification
- automatic classification
- unsupervised learning
- text classification
- training set
- feature space
- machine learning algorithms
- benchmark datasets
- decision rules
- training samples
- classification method
- classification models
- reverse engineering
- open source software
- model selection
- recognition rate
- classification process