Zero-Day Malware Classification and Detection Using Machine Learning.
Jitendra KumarBalaji RajendranSithu D. SudarsanPublished in: SN Comput. Sci. (2024)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- machine learning algorithms
- automatic detection
- automatic classification
- support vector machine
- feature selection
- supervised machine learning
- decision trees
- malicious executables
- text classification
- pattern classification
- classification method
- machine learning approaches
- detection method
- malware detection
- robust detection
- classification accuracy
- classification systems
- unsupervised learning
- learning algorithm
- information extraction
- classification algorithm
- active learning
- image classification
- support vector
- learning tasks
- classification scheme
- feature space
- classification rules
- neural network
- supervised learning
- support vector machine svm
- microcalcification clusters
- neyman pearson
- supervised classification
- inductive learning
- anomaly detection
- object detection
- feature vectors
- computer vision
- data mining