When Less is Enough: Positive and Unlabeled Learning Model for Vulnerability Detection.
Xin-Cheng WenXinchen WangCuiyun GaoShaohua WangYang LiuZhaoquan GuPublished in: CoRR (2023)
Keyphrases
- prior knowledge
- active learning
- mathematical model
- unsupervised learning
- high level
- statistical model
- computational model
- data sets
- learning algorithm
- learning process
- learning phase
- supervised learning
- probabilistic model
- neural network
- collaborative learning
- parameter estimation
- detection algorithm
- objective function
- learning tasks
- learning models
- inductive inference
- decision theoretic
- learning mechanism