Semi-Supervised Malware Traffic Classification Via Consistency Regularization and Pseudo-Labeling.
Qianlong JiaoXixi ZhangWeijie ZhangFucheng MiaoTomoaki OhtsukiBamidele AdebisiYu WangGuan GuiPublished in: ICCT (2023)
Keyphrases
- semi supervised
- unsupervised learning
- supervised learning
- pattern recognition
- decision trees
- active learning
- kernel machines
- semi supervised learning
- label propagation
- pattern classification
- labeled data
- unlabeled data
- fully supervised
- semi supervised classification
- image classification
- classification accuracy
- feature extraction
- feature selection
- text classification
- partially labeled
- support vector
- supervised classification
- co training
- classification algorithm
- class labels
- support vector machine svm
- network traffic
- road network
- learning process
- classification method
- labeled and unlabeled data
- image segmentation
- machine learning
- semi supervised learning algorithms
- manifold regularization
- support vector machine