Security Issue Classification for Vulnerability Management with Semi-supervised Learning.
Emil WåreusAnton DuppilsMagnus TullbergMartin HellPublished in: ICISSP (2022)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised classification
- semi supervised
- improve the classification accuracy
- unlabeled data
- machine learning
- co training
- labeled and unlabeled data
- labeled data
- uci datasets
- unsupervised learning
- semi supervised learning algorithms
- transductive support vector machine
- unlabeled samples
- active learning
- training data
- classification accuracy
- label propagation
- supervised learning algorithms
- manifold regularization
- class labels
- text classification
- labeled examples
- text categorization
- pattern recognition
- learning models
- incremental learning
- domain adaptation
- support vector
- feature extraction
- instance selection
- training samples
- support vector machine
- training set
- data mining
- opinion detection
- learning algorithm
- semi supervised learning methods
- labeled instances
- object recognition
- pairwise
- data sets
- dimension reduction
- classification models