A Federated Semi-Supervised Learning Approach for Network Traffic Classification

Understand

Network traffic classification, a task to classify network traffic and identify its type, is the most fundamental step to improve network services and manage modern networks.

• Classical machine learning and deep learning method have developed well in the field of network traffic classification.
• However, there are still two major challenges.
• One is how to protect the privacy of users' traffic data, and the other is that it is difficult to obtain labeled data in reality.