Evaluation of Feature and Signature based Training Approaches for Malware Classification using Autoencoders.
Sreenivas Sremath TirumalaMaheswara Rao ValluriDavid NanadigamPublished in: COMSNETS (2020)
Keyphrases
- feature vectors
- machine learning methods
- machine learning
- training set
- supervised learning
- training phase
- training process
- discriminative classifiers
- feature set
- support vector machine svm
- pattern recognition
- image classification
- training samples
- sufficient training data
- evaluation methods
- machine learning algorithms
- text classification
- support vector machine
- intrusion detection
- classification method
- anomaly detection
- computer systems
- feature representation
- denoising
- multi layer perceptron
- text classifiers
- feature weights
- restricted boltzmann machine
- feature selection