Ransomware Detection and Classification using Machine Learning.
Kavitha KunkuANK ZamanKaushik RoyPublished in: SSCI (2023)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- decision trees
- text classification
- supervised learning
- supervised machine learning
- feature selection
- support vector machine
- data mining
- machine learning approaches
- machine learning algorithms
- support vector
- text mining
- false positives
- benchmark datasets
- support vector machine svm
- microcalcification clusters
- automatic classification
- automatic detection
- classification method
- model selection
- feature space
- pattern classification
- classification accuracy
- digital mammograms
- classification systems
- feature extraction
- classification scheme
- inductive logic programming
- training samples
- information extraction
- learning problems
- classification rules
- training set
- data analysis
- detection method
- classification algorithm
- inductive learning
- classification models
- active learning
- knowledge acquisition
- class labels
- classification process
- neural network
- feature extraction and classification
- robust detection
- anomaly detection