A Robust Control Scheme for Time Delay Switch Attacks

Luka Malashkhia, L. Swiler, Ali Pinar, Yan Wang
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Abstract

Modern manufacturing systems are increasingly vulnerable to cyber-attacks with a high level of automation and connectivity. Given that sensors are widely dependent upon to control manufacturing processes, the sensor-controller loop becomes an easy target for attacks. In this paper, a novel robust control framework is developed for systems subject to time delay switch (TDS) attacks, where data transmission from sensors to controllers are maliciously delayed. The attackers intend to make controllers use noncurrent information about the system states in order to destabilize and sabotage the system. Particularly, to increase the effectiveness of delay detection and prediction as well as error bound estimation for control, a new state space model based on diffeomorphism is formulated. A Markov chain model is developed to represent the TDS attacks. The uncertainty of system states is quantified and the upper bounds of delays are estimated. With the estimated bounds, a sliding integral mode control is developed to adjust the system to converge to the sliding manifold. The new framework is demonstrated with a 3D printer thermal control example.
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时延切换攻击的鲁棒控制方案
随着自动化和互联程度的提高,现代制造系统越来越容易受到网络攻击。鉴于传感器被广泛地用于控制制造过程,传感器-控制器回路成为一个容易被攻击的目标。在本文中,开发了一种新的鲁棒控制框架,用于受时延切换(TDS)攻击的系统,其中从传感器到控制器的数据传输被恶意延迟。攻击者意图使控制器使用关于系统状态的非当前信息,以破坏和破坏系统。特别地,为了提高延迟检测和预测以及控制误差界估计的有效性,提出了一种新的基于差分同态的状态空间模型。提出了一种马尔可夫链模型来描述TDS攻击。对系统状态的不确定性进行了量化,估计了系统时滞的上界。利用估计的界,提出了一种滑动积分模态控制方法,使系统收敛于滑动流形。通过3D打印机热控制实例对该框架进行了验证。
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