Detecting Cryptography Misuses With Machine Learning: Graph Embeddings, Transfer Learning and Data Augmentation in Source Code Related Tasks.
Gustavo Eloi de Paula RodriguesAlexandre Melo BragaRicardo DahabPublished in: IEEE Trans. Reliab. (2023)
Keyphrases
- transfer learning
- source code
- machine learning
- labeled data
- data sets
- learning tasks
- open source
- data analysis
- unlabeled data
- training data
- software systems
- knowledge discovery
- active learning
- data points
- reinforcement learning
- database
- transfer knowledge
- knowledge transfer
- legacy systems
- machine learning algorithms
- text categorization
- data sources
- databases
- domain specific
- prior knowledge
- raw data
- multi task
- multiple sources
- decision trees
- cross domain
- data mining