Application Layer Protocol Identification Method Based on ResNet

Application Layer Protocol Identification Method Based on ResNet

Most network attacks occur at the application layer, where many application layer protocols exist. These protocols have different structures and functionalities, posing feature extraction challenges and resulting in low identification accuracy. This significantly affects application layer protocol r...

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Bibliographic Details
Main Authors: Zhijian Fang, Xiang Gao, Huaxiong Zhang, Jingpeng Tang, Qiang Gao
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Algorithms
Subjects:
protocol identification
ResNet
information entropy
composite feature data
Online Access:https://www.mdpi.com/1999-4893/18/1/52
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