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Encrypted Network Traffic Classification using Self-supervised Learning

Published in 2022 IEEE 8th International Conference on Network Softwarization (NetSoft) • Jun 27, 2022
NobleIDNI3P13W59R91S52
Authors:
Md. Shamim Towhid
,
Nashid Shahriar

Abstract

Network traffic classification is used in many applications including network provisioning, malware detection, resource management, and so on. In modern networks, use of encrypted protocols is a norm rather than an exception. Existing network traffic classification techniques fall short in working w...

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