Behavioral-Based Classification and Identification of Ransomware Variants Using Machine Learning.
Hajredin DakuPavol ZavarskyYasir MalikPublished in: TrustCom/BigDataSE (2018)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- decision trees
- support vector machine
- machine learning approaches
- machine learning algorithms
- text classification
- classification algorithm
- image classification
- feature selection
- pattern classification
- supervised machine learning
- classification accuracy
- supervised classification
- feature extraction
- learning algorithm
- supervised learning
- classification method
- svm classifier
- support vector
- reinforcement learning
- computer vision
- automatic classification
- classification scheme
- artificial intelligence
- unsupervised learning
- model selection
- data mining
- text mining
- explanation based learning
- benchmark datasets
- statistical learning
- transductive inference
- cross validation
- learning systems
- knowledge acquisition
- information extraction
- feature vectors
- feature space
- preprocessing
- data analysis