Approaches to the classification of high entropy file fragments.
Philip PenroseRichard MacfarlaneWilliam J. BuchananPublished in: Digit. Investig. (2013)
Keyphrases
- pattern recognition
- support vector
- machine learning algorithms
- classification accuracy
- classification schemes
- automatic classification
- classification algorithm
- feature space
- support vector machine
- neural networks and support vector machines
- classification systems
- pattern classification
- support vector machine svm
- active learning
- feature vectors
- information theoretic
- training data
- classification models
- feature extraction
- classification scheme
- machine learning
- model selection
- unsupervised learning
- training set
- preprocessing
- bayesian networks
- decision trees
- feature selection