Training regime influences to semi-supervised learning for insider threat detection.
Duc C. LeNur Zincir-HeywoodMalcolm I. HeywoodPublished in: SP Workshops (2021)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised
- unlabeled data
- labeled training data
- insider threat
- labeled data
- number of labeled examples
- covariate shift
- active learning
- unsupervised learning
- semi supervised classification
- labeled examples
- training set
- graph based semi supervised learning
- training data
- machine learning
- co training
- learning algorithm
- training examples
- label propagation
- semi supervised learning algorithms
- object detection
- learning tasks
- transfer learning
- text classification
- object detectors
- supervised methods
- labeled instances
- anomaly detection