CL-ETC: A Contrastive Learning Method for Encrypted Traffic Classification.
Ziyi ZhaoYingya GuoJessie Hui WangHaibo WangChengyuan ZhangChangqing AnPublished in: IFIP Networking (2022)
Keyphrases
- classification method
- prior knowledge
- support vector machine svm
- supervised learning
- pattern classification
- unsupervised learning
- machine learning methods
- pairwise
- benchmark data sets
- training samples
- significant improvement
- preprocessing
- objective function
- decision rules
- machine learning
- learning tasks
- classification algorithm
- detection method
- probabilistic model
- learning scheme
- similarity measure
- supervised learning algorithms
- bayesian methods
- transductive learning
- machine learning algorithms
- feature space
- reinforcement learning
- training data
- feature extraction
- learning algorithm