IICPS 2014研讨会主题:通过故障和网络攻击进行计算:弹性智能电网的案例

Z. Kalbarczyk, E. Fulp
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引用次数: 0

摘要

在我们的社会中,网络物理系统(CPS)的迅速扩散使它们成为不法分子的诱人目标,特别是当CPS监视和控制关键基础设施(如电网或供水)中的物理过程时。通过将计算和物理过程集成在一个紧密的控制回路中,CPS能够快速响应受控环境的变化。然而,不管一个系统设计得有多好,它失败是一个时间问题,因此,通过失败和网络攻击进行计算成为一种常态,而不是例外。本次演讲首先讨论了实现弹性智能网络物理系统的挑战,并使用了以下示例:(i)对电网中使用的SCADA(监督控制和数据采集)系统的故障/攻击影响的实证研究,以及(ii)对商业CPS的实际攻击的数据。然后,我们使用部署在电网中的SCADA示例,其中一个复杂的攻击者利用系统漏洞并发出恶意控制命令来驱动远程设施进入不安全状态,而不会显示任何协议级异常。为了检测此类攻击,需要结合电网中网络和物理基础设施的系统知识来估计控制命令的执行后果,从而揭示攻击者的恶意意图。我们提出了一个示例方法来解决这个挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
IICPS 2014 workshop keynote: Computing through failures and cyber attacks: Case for resilient smart power grid
Rapid proliferation of cyber physical systems (CPS) in our society makes them an attractive target for miscreants, in particular when CPS monitors and controls physical processes within a critical infrastructure such as power grid or water distribution. By integrating computation and physical processes in a tight control loop, CPS enables rapid response to changes in the controlled environment. However, regardless of how well a system is engineered, it is a matter of time for it to fail and hence, computing through failures and cyber-attacks becomes a norm rather than an exception. This talk first discusses challenges in achieving resilient smart cyber physical systems using examples from: (i) empirical studies on impact of failures/attacks on SCADA (Supervisory Control and Data Acquisition) systems used in power grid and (ii) data on real attacks on a commercial CPS. Then, we use an example of the SCADA deployed in the power grid, where a sophisticated attacker exploits system vulnerabilities and issues malicious control commands to drive remote facilities into an unsecure state without exhibiting any protocol-level anomalies. In order to detect such attacks, methods that combine system knowledge on both cyber and physical infrastructure in the power grid are needed to estimate execution consequences of control commands and thus, to reveal attacker's malicious intentions. We present an example method to address the challenge.
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