Improving file-level fuzzy hashes for malware variant classification.
Ian ShielStephen O'ShaughnessyPublished in: Digit. Investig. (2019)
Keyphrases
- fuzzy classifier
- fuzzy classification
- classification accuracy
- pattern classification
- machine learning
- support vector machine svm
- pattern recognition
- automatic classification
- fuzzy logic
- fuzzy rule based classifier
- database
- malware detection
- classification scheme
- reverse engineering
- fuzzy rules
- classification algorithm
- text classification
- image classification
- fuzzy sets
- decision trees
- model selection
- preprocessing
- support vector machine
- learning algorithm
- fuzzy decision trees
- feature selection
- feature extraction
- rule extraction
- feature space
- classification models
- file system
- principal component analysis
- classification rules
- anomaly detection