DeepDFA: Dataflow Analysis-Guided Efficient Graph Learning for Vulnerability Detection.
Benjamin SteenhoekWei LeHongyang GaoPublished in: CoRR (2022)
Keyphrases
- image analysis
- learning process
- prior knowledge
- automatic analysis
- learning problems
- reinforcement learning
- data analysis
- learning algorithm
- background knowledge
- learning systems
- supervised learning
- graph transformation
- learning tasks
- unsupervised learning
- graphical models
- object detection
- active learning
- decision trees