Automatic Static Vulnerability Detection for Machine Learning Libraries: Are We There Yet?
Nima Shiri HarzeviliJiho ShinJunjie WangSong WangNachiappan NagappanPublished in: ISSRE (2023)
Keyphrases
- machine learning
- automatic detection
- pattern recognition
- detection algorithm
- learning algorithm
- semi automatic
- multimedia
- fully automatic
- machine learning methods
- knowledge acquisition
- machine learning approaches
- detection accuracy
- inductive learning
- explanation based learning
- false positives
- learning systems
- lesion segmentation
- decision trees
- computer vision
- data mining
- machine learning algorithms
- text classification
- computational intelligence
- active learning
- digital libraries
- computer science
- learning tasks
- detection rate
- website
- false alarms
- e learning
- database