Improving malware classification: bridging the static/dynamic gap.
Blake AndersonCurtis B. StorlieTerran LanePublished in: AISec (2012)
Keyphrases
- dynamic analysis
- decision trees
- pattern recognition
- classification accuracy
- text classification
- machine learning
- dynamic environments
- image classification
- support vector
- classification process
- document classification
- pattern classification
- automatic classification
- classification algorithm
- static analysis
- classification models
- classification systems
- reverse engineering
- classification scheme
- machine learning algorithms
- dynamic routing
- dynamic constraints
- cost sensitive
- classification rules
- decision rules
- data sets
- support vector machine svm
- nearest neighbor
- support vector machine
- feature vectors
- preprocessing
- feature extraction
- feature selection
- neural network