An Empirical Study of Deep Learning Models for Vulnerability Detection.
Benjamin SteenhoekMd Mahbubur RahmanRichard JilesWei LePublished in: ICSE (2023)
Keyphrases
- learning models
- machine learning
- learning algorithm
- learning problems
- conditional random fields
- machine learning algorithms
- loss function
- semi supervised learning
- learning tasks
- classification models
- learning paradigms
- kernel methods
- sparse metric learning
- artificial neural networks
- classification accuracy
- knn
- training data
- similarity measure
- feature selection
- computer vision