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In this paper, we present the concept of boosting the resiliency of optimization-based observers for cyber-physical systems (CPS) using auxiliary sources of information. Due to the tight coupling of physics, communication and computation, a…

系统与控制 · 电气工程与系统科学 2020-09-01 Olugbenga Moses Anubi , Charalambos Konstantinou , Carlos A. Wong , Satish Vedula

Cyber-physical systems are found in many applications such as power networks, manufacturing processes, and air and ground transportation systems. Maintaining security of these systems under cyber attacks is an important and challenging…

系统与控制 · 计算机科学 2016-06-13 Young Hwan Chang , Qie Hu , Claire J. Tomlin

In this paper, we consider the problem of attack identification in cyber-physical systems (CPS). Attack identification is often critical for the recovery and performance of a CPS that is targeted by malicious entities, allowing defenders to…

系统与控制 · 计算机科学 2017-03-14 Sean Weerakkody , Bruno Sinopoli

This paper considers distributed estimation of linear systems when the state observations are corrupted with Gaussian noise of unbounded support and under possible random adversarial attacks. We consider sensors equipped with single…

系统与控制 · 电气工程与系统科学 2021-05-25 Mohammadreza Doostmohammadian , Themistoklis Charalambous , Miadreza Shafie-khah , Nader Meskin , Usman A. Khan

The integration of information and physical systems in modern power grids has heightened vulnerabilities to False Data Injection Attacks (FDIAs), threatening the secure operation of power cyber-physical systems (CPS). This paper reviews…

密码学与安全 · 计算机科学 2025-01-22 Xiaoyong Bo

We introduce the problem of learning-based attacks in a simple abstraction of cyber-physical systems---the case of a discrete-time, linear, time-invariant plant that may be subject to an attack that overrides the sensor readings and the…

系统与控制 · 电气工程与系统科学 2020-06-30 Mohammad Javad Khojasteh , Anatoly Khina , Massimo Franceschetti , Tara Javidi

This paper considers a sensor attack and fault detection problem for linear cyber-physical systems, which are subject to system noise that can obey an unknown light-tailed distribution. We propose a new threshold-based detection mechanism…

动力系统 · 数学 2020-09-08 Dan Li , Sonia Martínez

This paper studies the physical consequences of a class of unobservable state-and-topology cyber-physical attacks in which both state and topology data for a sub-network of the network are changed by an attacker to mask a physical attack.…

系统与控制 · 计算机科学 2015-09-03 Jiazi Zhang , Lalitha Sankar

A significant portion of the literature on fault localization assumes (more or less explicitly) that there are sufficient reliable measurements to guarantee that the system is observable. While several heuristics exist to break the…

系统与控制 · 计算机科学 2018-09-12 Mahdi Jamei , Anna Scaglione , Sean Peisert

Recent attacks on power grids demonstrated the vulnerability of the grids to cyber and physical attacks. To analyze this vulnerability, we study cyber-physical attacks that affect both the power grid physical infrastructure and its…

系统与控制 · 计算机科学 2017-09-22 Saleh Soltan , Gil Zussman

This paper proposes a distributed cyber-attack detection method in communication channels for a class of discrete, nonlinear, heterogeneous, multi-agent systems that are controlled by our proposed formation-based controller. A…

系统与控制 · 电气工程与系统科学 2021-02-03 Amirreza Mousavi , Kiarash Aryankia , Rastko R. Selmic

Quick and accurate detection of cyber attack is key to the normal operation of the smart grid system. In this paper, a joint state estimation and sequential attack detection method for a given bus with grid frequency drift is proposed that…

信号处理 · 电气工程与系统科学 2017-12-27 Leian Chen , Xiaodong Wang

Electric power grids are at risk of being compromised by high-impact cyber-security threats such as coordinated, timed attacks. Navigating this new threat landscape requires a deep understanding of the potential risks and complex attack…

密码学与安全 · 计算机科学 2021-09-29 Ömer Sen , Dennis van der Velde , Katharina A. Wehrmeister , Immanuel Hacker , Martin Henze , Michael Andres

As one of the most sophisticated attacks against power grids, coordinated cyber-physical attacks (CCPAs) damage the power grid's physical infrastructure and use a simultaneous cyber attack to mask its effect. This work proposes a novel…

系统与控制 · 电气工程与系统科学 2022-07-26 Yexiang Chen , Subhash Lakshminarayana , Fei Teng

Modern advances in sensor, computing, and communication technologies enable various smart grid applications. The heavy dependence on communication technology has highlighted the vulnerability of the electricity grid to false data injection…

密码学与安全 · 计算机科学 2018-09-18 Xiangyu Niu Jiangnan Li , Jinyuan Sun

This paper is concerned with cyberattack detection in discrete-time, leader-following, nonlinear, multi-agent systems subject to unknown but bounded (UBB) system noises. The Takagi-Sugeno (T-S) fuzzy model is employed to approximate the…

系统与控制 · 电气工程与系统科学 2022-04-01 Mahshid Rahimifard , Amir M. Moradi Sizkouhi , Rastko R. Selmic

Statistical approaches to cyber-security involve building realistic probability models of computer network data. In a data pre-processing phase, separating automated events from those caused by human activity should improve statistical…

应用统计 · 统计学 2017-07-04 Matthew Price-Williams , Nick Heard , Melissa Turcotte

This paper presents a real-time cyber-physical (CPS) testbed for power systems with different real attack scenarios on the synchrophasors-phasor measurement units (PMU). The testbed focuses on real-time cyber-security emulation with…

密码学与安全 · 计算机科学 2022-07-27 Shuvangkar Chandra Das , Tuyen Vu

Supervisory Control and Data Acquisition (SCADA) systems often serve as the nervous system for substations within power grids. These systems facilitate real-time monitoring, data acquisition, control of equipment, and ensure smooth and…

机器学习 · 计算机科学 2023-10-16 Alexander Most , Maksim Eren , Nigel Lawrence , Boian Alexandrov

Due to the potentially severe consequences of coordinated cyber-physical attacks (CCPA), the design of defenses has gained significant attention. A popular approach is to eliminate the existence of attacks by either securing existing…

性能 · 计算机科学 2022-03-29 Yudi Huang , Ting He , Nilanjan Ray Chaudhuri , Thomas La Porta