SPN: A Method of Few-Shot Traffic Classification With Out-of-Distribution Detection Based on Siamese Prototypical Network

Traffic classification has always been one of the important research directions in the field of cyber security. Achieving rapid traffic classification and detecting unknown traffic are critical for preventing network attacks, malicious software, transaction fraud, and other types of cyber security t...

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Bibliographic Details
Main Authors: Gongxun Miao, Guohua Wu, Zhen Zhang, Yongjie Tong, Bing Lu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10286477/