基于攻击检测的事件触发传输方案,用于在拒绝服务攻击下稳定网络物理系统

Hong-Tao Sun;Chen Peng;Yitao Shen
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摘要

本文研究了一种基于攻击检测的事件触发传输方案(AD-ETS),适用于受到恶意拒绝服务(DoS)攻击的网络物理系统(CPS)。由于 DoS 攻击可以在没有任何特定规则的情况下阻止传输,我们将此类攻击造成的影响描述为任意有界的连续触发式丢包。一方面,我们开发了一种基于传输确认(ACK)方案的新型 DoS 攻击检测策略,以控制事件触发阈值的实时切换。与现有的弹性事件触发传输和类切换事件触发方案相比,所提出的 AD-ETS 将充分利用历史 ACK 信号来区分 DoS 攻击和概率性丢包,并做出切换事件触发传输策略的决策。因此,AD-ETS 既能实现及时传输,又能提高通信效率。另一方面,利用输入延迟方法推导出了可保证非线性 CPS 稳定性的最大允许事件触发参数。在推导出最大允许事件触发参数的基础上,研究了安全事件触发参数与 DoS 引起的连续丢包数之间的关系,为 DoS 攻击下事件触发传输的安全事件设计提供了基础。与现有研究相比,考虑连续 DoS 丢包的安全事件触发传输策略仅取决于事件触发阈值,而非非线性动态。最后,对车辆纵向动力学的稳定性进行了仿真,以验证所提出的 AD-ETS 的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Attack-Detection-Based Event-Triggered Transmission Scheme for Stabilizing Cyber-Physical Systems Under Denial of Service Attacks
This article investigates an attack-detection-based event-triggered transmission scheme (AD-ETS) for cyber-physical systems (CPSs) subject to malicious denial of service (DoS) attacks. Due to the fact that DoS attacks can prevent transmissions without any specific rules, we characterize the effects caused by such attacks as arbitrarily bounded successive triggered-packet dropouts. On the one hand, a novel DoS attack detection strategy based on a transmission acknowledgement (ACK) scheme is developed to govern the switching of the event-triggered thresholds in real time. Compared with the existing resilient event-triggered transmission and switching-like event-triggered schemes, the proposed AD-ETS will make full use of historical ACK signals to distinguish DoS attacks from probabilistic packet dropouts and make a decision on switching event-triggered transmission strategy. Thus, both timely transmission and communication efficiency can be accomplished by using AD-ETS. On the other hand, the maximum allowable event-triggered parameter, which can guarantee the stability of the nonlinear CPSs, is derived by exploiting the input delay approach. Based on the derived maximum allowable event-triggered parameter, the relation between the secure event-triggered parameter and the number of successive DoS-incurred packet dropouts is pursued which supplies the basis of secure event design for event-triggered transmission under DoS attacks. Compared with the existing works, the secure event-triggered transmission strategy by considering successive DoS-incurred packet dropouts just depends on the event-triggered-threshold rather than nonlinear dynamics. At last, simulations on stabilization of vehicle longitudinal dynamics are conducted to verify the effectiveness of the proposed AD-ETS.
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