Vul-Mirror: A Few-Shot Learning Method for Discovering Vulnerable Code Clone.
Yuan HeWengjie WangHongyu SunYuqing ZhangPublished in: EAI Endorsed Trans. Security Safety (2020)
Keyphrases
- preprocessing
- high precision
- neural nets
- detection method
- learning process
- unsupervised learning
- support vector machine
- learning systems
- prior knowledge
- model selection
- probabilistic model
- learning mechanism
- learning scheme
- clustering method
- cost function
- similarity measure
- neural network
- online learning
- dynamic programming
- support vector machine svm
- detection algorithm
- significant improvement
- pairwise
- bayesian networks
- image sequences
- decision trees
- multimedia