Activation Analysis of a Byte-Based Deep Neural Network for Malware Classification.
Scott E. CoullChristopher GardnerPublished in: IEEE Symposium on Security and Privacy Workshops (2019)
Keyphrases
- neural network
- pattern recognition
- classification accuracy
- preprocessing
- machine learning
- feature vectors
- support vector
- feature selection
- training data
- artificial neural networks
- feature extraction
- feature set
- image classification
- classification method
- dynamic analysis
- multi layer perceptron
- classification scheme
- back propagation
- training samples
- unsupervised learning
- text classification
- support vector machine
- training set
- data analysis