Abstract: In recent years, federated learning-based network traffic classification has emerged as a promising Artificial Intelligence (AI) approach for encrypted traffic identification, enabling ...
Abstract: Encrypted traffic classification is crucial for enhancing network management, service quality, and security. However, real-world network environments are inherently open-world scenarios in ...