Unbalanced protocol recognition method based on improved residual U-Net

Unbalanced protocol recognition method based on improved residual U-Net

An unbalanced protocol recognition method based on the improved Residual U-Net was proposed to solve the challenge of network security posed by the increasing network attacks with the continuous development of the Internet.In the captured network traffic, a small proportion is constituted by malicio...

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Bibliographic Details
Main Authors: Jisheng WU, Zheng HONG, Tiantian MA
Format: Article
Language:English
Published: POSTS&TELECOM PRESS Co., LTD 2024-02-01
Series:网络与信息安全学报
Subjects:
protocol recognition
class unbalance
convolutional neural network
activation function
loss function
Online Access:http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2024004
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