Malicious Software Classification Using Transfer Learning of ResNet-50 Deep Neural Network.
Edmar R. S. De RezendeGuilherme C. S. RuppertTiago CarvalhoFabio RamosPaulo L. de GeusPublished in: ICMLA (2017)
Keyphrases
- transfer learning
- neural network
- text classification
- pattern recognition
- knowledge transfer
- machine learning algorithms
- learning tasks
- machine learning
- cross domain learning
- reinforcement learning
- cross domain text classification
- cross domain
- labeled data
- structure learning
- label information
- active learning
- supervised learning
- domain adaptation
- domain specific
- transfer knowledge
- learning algorithm
- text categorization
- feature vectors
- bayesian networks
- multi task learning
- feature selection
- data mining
- knn
- target domain
- feature extraction
- k nearest neighbor
- text mining
- natural language processing
- support vector machine