tlooto
Sign up
Internet Traffic Analysis and Secure E-votingNetwork Security and Intrusion DetectionNetwork Packet Processing and Optimization

Network Traffic Classification from Signal-Level Representations of Ethernet Frames Using Transfer Learning

M. Geylani, M. Çibuk, A. Akbal

2026.1.1ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING

DOI: 10.4316/aece.2026.01004

Abstract

Classifying network traffic is a fundamental task in network management, security, and quality of service provisioning. Traditional approaches usually depend on packet-level content ...

Citation format

GEYLANI, M.; ÇIBUK, M.; AKBAL, A. Network traffic classification from signal-level representations of ethernet frames using transfer learning. ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING, 2026, 26(1): 31–42.