Identifying Patterns of Vulnerability Incidence in Foundational Machine Learning Repositories on GitHub: An Unsupervised Graph Embedding Approach.
Agrim SachdevaBen LazarineRuchik DamaSagar SamtaniHongyi ZhuPublished in: ICDM (Workshops) (2022)
Keyphrases
- graph embedding
- machine learning
- semi supervised
- supervised learning
- unsupervised learning
- pattern recognition
- dimensionality reduction
- low dimensional
- machine learning algorithms
- semi supervised learning
- decision trees
- support vector machine
- data representation
- computer vision
- data mining
- data mining techniques
- active learning
- metadata
- feature selection
- discriminant analysis
- label information
- neural network
- training set
- face recognition
- learning algorithm
- dictionary learning
- discriminant embedding