A Novel Malware Analysis Framework for Malware Detection and Classification using Machine Learning Approach.
Kamalakanta SethiShankar Kumar ChaudharyBata Krishna TripathyPadmalochan BeraPublished in: ICDCN (2018)
Keyphrases
- malware detection
- machine learning
- feature selection
- machine learning methods
- pattern recognition
- machine learning algorithms
- data preparation
- text classification
- supervised learning
- support vector machine
- classification accuracy
- feature vectors
- malicious executables
- supervised machine learning
- data analysis
- machine learning approaches
- static analysis
- pairwise
- transductive inference
- model selection
- anomaly detection
- data mining
- feature extraction
- dynamic analysis
- information systems
- learning algorithm
- application programming interface
- probabilistic model