A novel malware analysis for malware detection and classification using machine learning algorithms.
Kamalakanta SethiShankar Kumar ChaudharyBata Krishna TripathyPadmalochan BeraPublished in: SIN (2017)
Keyphrases
- machine learning algorithms
- malware detection
- benchmark data sets
- machine learning methods
- machine learning
- decision trees
- predictive accuracy
- learning algorithm
- machine learning approaches
- random forests
- learning problems
- malicious executables
- classification accuracy
- multiclass classification
- machine learning models
- learning tasks
- supervised learning
- input features
- statistical machine learning
- classification algorithm
- anomaly detection
- high dimensional
- reinforcement learning
- feature extraction
- static analysis
- supervised learning algorithms
- feature selection
- data sets