Using Variational Autoencoders to Increase the Performance of Malware Classification.
Thomas TaylorAmna EleyanPublished in: ISNCC (2021)
Keyphrases
- decision trees
- classification accuracy
- support vector
- pattern recognition
- machine learning
- classification systems
- pattern classification
- classification scheme
- preprocessing
- text classification
- support vector machine
- classification method
- classification algorithm
- data sets
- feature extraction
- denoising
- feature set
- image classification
- feature space
- image segmentation
- feature selection
- optical flow
- feature vectors
- model selection
- unsupervised learning
- multiscale
- automatic classification
- computer vision
- classification process
- handwritten digits