A Semi-supervised Learning Methodology for Malware Categorization using Weighted Word Embeddings.
Hugo Leonardo Duarte-GarciaCarlos Domenick Morales-MedinaAldo Hernandez-SuarezGabriel Sanchez-PerezKarina Toscano-MedinaHéctor Pérez-MeanaVictor SanchezPublished in: EuroS&P Workshops (2019)
Keyphrases
- semi supervised learning
- text categorization
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- co training
- training data
- semi supervised classification
- active learning
- unsupervised learning
- manifold regularization
- semi supervised learning algorithms
- regularization framework
- graph based semi supervised learning
- transfer learning
- learning models
- labeled and unlabeled data
- label propagation
- manifold learning
- vector space
- low dimensional
- dimensionality reduction
- co occurrence
- word sense disambiguation
- opinion detection