A comparative assessment of malware classification using binary texture analysis and dynamic analysis.
Lakshmanan NatarajVinod YegneswaranPhillip A. PorrasJian ZhangPublished in: AISec (2011)
Keyphrases
- texture analysis
- dynamic analysis
- static analysis
- texture discrimination
- reverse engineering
- feature extraction
- texture classification
- fractal analysis
- brodatz textures
- gray level
- textural features
- gabor filtering
- multiresolution
- texture features
- pattern recognition
- texture segmentation
- gabor filters
- image analysis
- local binary pattern
- fractal dimension
- classification accuracy
- feature vectors
- image analysis and computer vision
- texture descriptors
- co occurrence
- rotation invariant
- decision trees
- texture description
- texture images
- machine learning
- model checking
- source code
- feature space
- computer vision
- neural network
- database
- semantic information
- test set
- distance measure
- feature set
- software engineering
- data model
- artificial intelligence
- texture characterization