MALUP: A Malware Classification Framework using Convolutional Neural Network with Deep Unsupervised Pre-training.
Qian QiangMian ChengYuan ZhouYu DingZisen QiPublished in: TrustCom (2021)
Keyphrases
- convolutional neural network
- supervised learning
- training samples
- unsupervised learning
- training phase
- training set
- pattern recognition
- feature selection
- neural network
- semi supervised
- feature extraction
- supervised classification
- video classification
- training data
- text classification
- classification accuracy
- test set
- class labels
- pattern classification
- training process
- decision trees
- restricted boltzmann machine
- deep belief networks
- preprocessing