Classification of Malware by Using Structural Entropy on Convolutional Neural Networks.
Daniel GibertCarles MateuJordi PlanesRamon VicensPublished in: AAAI (2018)
Keyphrases
- convolutional neural networks
- pattern classification
- pattern recognition
- classification scheme
- classification accuracy
- image classification
- classification method
- classification algorithm
- supervised learning
- automatic classification
- benchmark datasets
- machine learning algorithms
- classification process
- information theory
- information content
- decision trees
- unsupervised learning
- support vector machine svm
- anomaly detection
- mutual information
- training set
- support vector
- control flow
- feature extraction