Design and implementation of a closed loop time delay feedback control (CLTD-FC) system for mitigating DDos attacks

IF 5.4 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Computers & Security Pub Date : 2025-04-01 Epub Date: 2025-02-01 DOI:10.1016/j.cose.2025.104353
Kaijiao Huang, Lifei Wang, Faisal Mehmood, Jianxun Liu
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Abstract

Denial of Service (DoS) attacks can be used to disrupt the availability and performance of networked systems by bombarding targeted hosts with malicious traffic thus hampering their capabilities, or worse exhausting them. In this paper, by utilizing a mathematical model that reflects the dominant features of DDoS attacks we will introduce how to explore an approach in countering its effects. We propose a closed loop time delay feedback control (CLTD-FC) system by designing an appropriate feedback controller. This infrastructure is in turn exploited to design a control theoretic mitigation strategy that effectively dampens the queue dynamics of internet routers during DDoS scenarios. Specifically, we demonstrate that the CLTD-FC scheme appropriately maintains and monitors queue stability whilst simultaneously enabling convergence to desired operational targets under continual attacks. The method is implemented in the network simulator platform NS2 to validate its proposed effectiveness. Simulation results show that the proposed CLTD-FC scheme can help to improve QoS, ensure network fairness as well as stabilize and optimize queue performance compared with Drop-tail solution.
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针对DDos攻击的闭环时延反馈控制(CLTD-FC)系统设计与实现
拒绝服务(DoS)攻击可以用来破坏网络系统的可用性和性能,方法是用恶意流量轰炸目标主机,从而阻碍它们的功能,或者更糟的是耗尽它们。在本文中,通过利用反映DDoS攻击主要特征的数学模型,我们将介绍如何探索一种对抗其影响的方法。通过设计合适的反馈控制器,提出了一种闭环时滞反馈控制系统。这种基础设施反过来被用来设计一种控制理论缓解策略,有效地抑制DDoS场景期间互联网路由器的队列动态。具体来说,我们证明了CLTD-FC方案适当地维护和监控队列稳定性,同时在连续攻击下实现收敛到所需的操作目标。在网络仿真平台NS2上实现了该方法,验证了其有效性。仿真结果表明,与Drop-tail方案相比,所提出的CLTD-FC方案有助于提高QoS,保证网络公平性,稳定和优化队列性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computers & Security
Computers & Security 工程技术-计算机:信息系统
CiteScore
12.40
自引率
7.10%
发文量
365
审稿时长
10.7 months
期刊介绍: Computers & Security is the most respected technical journal in the IT security field. With its high-profile editorial board and informative regular features and columns, the journal is essential reading for IT security professionals around the world. Computers & Security provides you with a unique blend of leading edge research and sound practical management advice. It is aimed at the professional involved with computer security, audit, control and data integrity in all sectors - industry, commerce and academia. Recognized worldwide as THE primary source of reference for applied research and technical expertise it is your first step to fully secure systems.
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