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The normal operation of power system relies on accurate state estimation that faithfully reflects the physical aspects of the electrical power grids. However, recent research shows that carefully synthesized false-data injection attacks can…

其他计算机科学 · 计算机科学 2014-04-10 Suzhi Bi , Ying Jun , Zhang

Real time operation of the power grid and synchronism of its different elements require accurate estimation of its state variables. Errors in state estimation will lead to sub-optimal Optimal Power Flow (OPF) solutions and subsequent…

密码学与安全 · 计算机科学 2014-01-15 Deepjyoti Deka , Ross Baldick , Sriram Vishwanath

Data attacks on meter measurements in the power grid can lead to errors in state estimation. This paper presents a new data attack model where an adversary produces changes in state estimation despite failing bad-data detection checks. The…

密码学与安全 · 计算机科学 2015-05-11 Deepjyoti Deka , Ross Baldick , Sriram Vishwanath

A coordinated cyber-attack on grid meter readings and breaker statuses can lead to incorrect state estimation that can subsequently destabilize the grid. This paper studies cyber-attacks by an adversary that changes breaker statuses on…

密码学与安全 · 计算机科学 2016-11-17 Deepjyoti Deka , Ross Baldick , Sriram Vishwanath

In this paper a new class of cyber attacks against state estimation in the electric power grid is considered. This class of attacks is named false data injection attacks. We show that with the knowledge of the system configuration an…

密码学与安全 · 计算机科学 2018-09-20 Muneer Mohammad

Fast and accurate detection of cyberattacks is a key element for a cyber-resilient power system. Recently, data-driven detectors and physics-based Moving Target Defences (MTD) have been proposed to detect false data injection (FDI) attacks…

系统与控制 · 电气工程与系统科学 2022-12-22 Wangkun Xu , Martin Higgins , Jianhong Wang , Imad M. Jaimoukha , Fei Teng

A new mechanism aimed at misleading a power system control center about the source of a data attack is proposed. As a man-in-the-middle state attack, a data framing attack is proposed to exploit the bad data detection and identification…

密码学与安全 · 计算机科学 2014-11-03 Jinsub Kim , Lang Tong , Robert J. Thomas

Power systems become more prone to cyber-attacks due to the high integration of information technologies. In this paper, we demonstrate that the outages of some lines can be masked by injecting false data into a set of measurements. The…

密码学与安全 · 计算机科学 2015-11-24 Xuan Liu , Zhiyi Li , Zuyi Li

False Data Injection (FDI) attacks against powersystem state estimation are a growing concern for operators.Previously, most works on FDI attacks have been performedunder the assumption of the attacker having full knowledge ofthe underlying…

系统与控制 · 电气工程与系统科学 2021-02-25 Martin Higgins , Jiawei Zhang , Ning Zhang , Fei Teng

Recently, moving target defence (MTD) has been proposed to thwart false data injection (FDI) attacks in power system state estimation by proactively triggering the distributed flexible AC transmission system (D-FACTS) devices. One of the…

系统与控制 · 电气工程与系统科学 2022-12-22 Wangkun Xu , Imad M. Jaimoukha , Fei Teng

This paper addresses the problem of distributed resilient state estimation and control for linear time-invariant systems in the presence of malicious false data injection sensor attacks and bounded noise. We consider a system operator…

系统与控制 · 电气工程与系统科学 2025-07-17 Takumi Shinohara , Karl H. Johansson , Henrik Sandberg

Meter measurements in the power grid are susceptible to manipulation by adversaries, that can lead to errors in state estimation. This paper presents a general framework to study attacks on state estimation by adversaries capable of…

密码学与安全 · 计算机科学 2015-06-16 Deepjyoti Deka , Ross Baldick , Sriram Vishwanath

This article investigates the security issue caused by false data injection attacks in distributed estimation, wherein each sensor can construct two types of residues based on local estimates and neighbor information, respectively. The…

系统与控制 · 电气工程与系统科学 2025-11-04 Jiahao Huang , Marios M. Polycarpou , Wen Yang , Fangfei Li , Yang Tang

In this paper, we consider the problem of attack-resilient state estimation, that is to reliably estimate the true system states despite two classes of attacks: (i) attacks on the switching mechanisms and (ii) false data injection attacks…

最优化与控制 · 数学 2017-07-25 Sze Zheng Yong , Minghui Zhu , Emilio Frazzoli

In this paper, we present a novel distributed state estimation approach in networked DC microgrids to detect the false data injection in the microgrid control network. Each microgrid monitored by a distributed state estimator will detect if…

最优化与控制 · 数学 2019-07-09 Tuyen Vu , Bang Le

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

The operation of power grids is becoming increasingly data-centric. While the abundance of data could improve the efficiency of the system, it poses major reliability challenges. In particular, state estimation aims to learn the behavior of…

信号处理 · 电气工程与系统科学 2019-08-28 Ming Jin , Javad Lavaei , Somayeh Sojoudi , Ross Baldick

New methods that exploit sparse structures arising in smart grid networks are proposed for the state estimation problem when data injection attacks are present. First, construction strategies for unobservable sparse data injection attacks…

信息论 · 计算机科学 2015-02-17 Mete Ozay , Inaki Esnaola , Fatos T. Yarman Vural , Sanjeev R. Kulkarni , H. Vincent Poor

In this paper, we propose a class of false analog data injection attack that can misguide the system as if topology errors had occurred. By utilizing the measurement redundancy with respect to the state variables, the adversary who knows…

系统与控制 · 计算机科学 2019-07-11 Yuqi Zhou , Jorge Cisneros-Saldana , Le Xie

Cyber data attacks are the worst-case interacting bad data to power system state estimation and cannot be detected by existing bad data detectors. In this paper, we for the first time analyze the likelihood of cyber data attacks by…

系统与控制 · 计算机科学 2016-11-15 Yingshuai Hao , Meng Wang , Joe Chow
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