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...

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書目詳細資料
主要作者:	Tong, Yuzhou
其他作者:	Lin Zhiping
格式:	Thesis-Master by Coursework
語言:	English
出版:	Nanyang Technological University 2024
主題:	Computer and Information Science Engineering Encrypted mobile traffic Long-term evolution Out-of-distribution detection Traffic classification
在線閱讀:	https://hdl.handle.net/10356/174569
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Nanyang Technological University
語言:	English

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