一类非线性系统的重要数据拒绝服务攻击策略与H∞状态估计器设计

Important-Data-Based DoS Attack Strategy and $H$$_{∞}$ State Estimator Design for a Class of Nonlinear Systems

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2026
被引 0
ABS 3

中文导读

针对非线性系统,从攻击者视角提出一种基于重要数据的拒绝服务攻击策略,并设计H∞状态估计器来抵御该攻击,仿真表明攻击策略更具破坏性而估计器能有效缓解攻击影响。

Abstract

This article investigates the security of a class of nonlinear systems subject to denial-of-service (DoS) attacks from an adversarial, data-aware perspective. An important-data-based (IDB) DoS attack strategy, inspired by event-triggered logic from the perspective of attackers, is skillfully constructed to increase the destruction of the attack. Unlike most existing DoS attack models that indiscriminately disrupt packet transmissions without considering packet content, the proposed IDB DOS attack strategy can identify the importance degree of the packets and focus on attacking the most important ones. The other goal of this article is to construct an <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$H_{\infty }$</tex-math> </inline-formula> state estimator against the IDB DoS attack, which can achieve a particular system performance in the presence of attacks. By using the Lyapunov functional method, a sufficient condition is successfully obtained to ensure the asymptotical stability of the augmented system and the <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$H_{\infty }$</tex-math> </inline-formula> interference suppression performance. Simulation examples indicate that: 1) the constructed IDB DoS attack strategy will result in a worse system degradation and 2) the designed <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$H_{\infty }$</tex-math> </inline-formula> state estimator can effectively mitigate the impact of the potential IDB DoS attack.

非线性系统拒绝服务攻击状态估计网络安全控制理论