A method for out-of-distribution detection in encrypted mobile traffic classification

A method for out-of-distribution detection in encrypted mobile traffic classification

The widespread use of encrypted communication in mobile networks poses significant challenges in accurately classifying traffic. Detecting out-of-distribution (OOD) samples, which significantly deviate from known classes, adds complexity to the task. This dissertation proposes a feature analysis-bas...

Full description

Bibliographic Details
Main Author: Tong, Yuzhou
Other Authors: Lin Zhiping
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2024
Subjects:
Computer and Information Science
Engineering
Encrypted mobile traffic
Long-term evolution
Out-of-distribution detection
Traffic classification
Online Access:https://hdl.handle.net/10356/174569

Internet

https://hdl.handle.net/10356/174569

Similar Items