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无界DoS攻击下的IPv6网络多层协同防御模型构建

吴元树 林少晶

重庆科技学院学报(自然科学版)2024,Vol.26Issue(3):68-74,7.
重庆科技学院学报(自然科学版)2024,Vol.26Issue(3):68-74,7.DOI:10.19406/j.issn.1673-1980.2024.03.011

无界DoS攻击下的IPv6网络多层协同防御模型构建

Construction of IPv6 Network Multi-Layer Collaborative Defense Model Under Unbounded DoS Attack

吴元树 1林少晶1

作者信息

  • 1. 福建商学院 信息工程学院,福州 350012
  • 折叠

摘要

Abstract

Due to the high concealment and complexity of unbounded DoS attack,single-layer defense can not solve the intrusion problem.Therefore,a multi-layer collaborative defense model of IPv6 network under unbounded DoS attack is constructed,which is based on the concept of collaborative defense.Module traffic is collected and DNN model is used to detect abnormal IPv6 network traffic situations.The collaborative HCF self-learning algorithm is introduced to realize IPv6 network defense information sharing and abnormal network traffic filtering.IPv6 network defense is carried out by using the reinforcement learning algorithm of attack damage correlation.The experimental results show that the model can recover the CPU in 2 ms.IPv6 network throughput after different types of DoS at-tacks is consistently higher than 200 KiB/s.This shows that the model can effectively resist different types of DoS attacks,react quickly and have good defense effect.

关键词

无界DoS攻击/IPv6网络/协同防御/深度神经网络/攻击源追踪

Key words

DoS attack/IPv6 network/coordinated defense/deep neural network/attack source tracing

分类

信息技术与安全科学

引用本文复制引用

吴元树,林少晶..无界DoS攻击下的IPv6网络多层协同防御模型构建[J].重庆科技学院学报(自然科学版),2024,26(3):68-74,7.

基金项目

福建省科技计划引导性项目"基于智能转译的IPv6升级改造技术研究及其应用"(2021H0031) (2021H0031)

重庆科技学院学报(自然科学版)

1673-1980

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