Efficient Malicious Traffic Classification Methods based on Semi-supervised Learning.
Xiaoyi HuJinhui NingJie YinJie YangBamidele AdebisiHaris GacaninPublished in: DSA (2022)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised classification
- co training
- semi supervised
- supervised learning algorithms
- semi supervised learning algorithms
- machine learning
- unsupervised learning
- labeled data
- improve the classification accuracy
- metric learning
- graph based semi supervised learning
- classification accuracy
- classification models
- unlabeled data
- learning models
- support vector
- decision trees
- label propagation
- unlabeled samples
- training data
- data sets
- feature selection
- social networks
- pattern recognition
- learning algorithm
- active learning