Machine Learning and Feature Selection Based Ransomware Detection Using Hexacodes.
Bheemidi Vikram ReddyGutha Jaya KrishnaVadlamani RaviDipankar DasguptaPublished in: FICTA (1) (2020)
Keyphrases
- feature selection
- machine learning
- automatic detection
- text categorization
- detection algorithm
- text classification
- false alarms
- pattern recognition
- knowledge acquisition
- mutual information
- false positives
- computer science
- high dimensionality
- machine learning methods
- dimensionality reduction
- detection accuracy
- detection method
- event detection
- kernel methods
- detection rate
- inductive learning
- unsupervised learning
- computational intelligence
- multi class
- information extraction
- classification accuracy
- artificial intelligence
- learning algorithm
- feature engineering
- feature selection and classification
- machine learning approaches
- selected features
- feature ranking
- unsupervised feature selection
- neural network
- information gain
- inductive logic programming
- learning systems
- knowledge representation
- feature extraction
- decision trees
- computer vision
- genetic algorithm
- data mining