Preprocessing Method for Encrypted Traffic Based on Semisupervised Clustering.
Rongfeng ZhengJiayong LiuWeina NiuLiang LiuKai LiShan LiaoPublished in: Secur. Commun. Networks (2020)
Keyphrases
- preprocessing
- clustering method
- high accuracy
- parameter free
- detection method
- significant improvement
- high precision
- k means
- dynamic programming
- experimental evaluation
- unsupervised learning
- clustering algorithm
- hierarchical clustering
- genetic algorithm
- computational cost
- feature set
- computational complexity
- similarity measure
- synthetic data
- support vector machine
- spectral clustering
- dissimilarity measure
- traffic flow
- prior knowledge