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False Data Injection (FDI) attacks are a common form of Cyber-attack targetting smart grids. Detection of stealthy FDI attacks is impossible by the current bad data detection systems. Machine learning is one of the alternative methods…

密码学与安全 · 计算机科学 2019-07-09 Jacob Sakhnini , Hadis Karimipour , Ali Dehghantanha

Accurate and reliable dynamic state quantities of generators are very important for real-time monitoring and control of the power system. The emergence of cyber attacks has brought new challenges to the state estimation of generators.…

系统与控制 · 电气工程与系统科学 2019-10-15 Yang Li , Zhi Li , Liang Chen , Guoqing Li

In this paper, we examine the impact of cyberattacks in an integrated transmission and distribution (T&D) power grid model with distributed energy resource (DER) integration. We adopt the OCTAVE Allegro methodology to identify critical…

系统与控制 · 电气工程与系统科学 2021-04-13 Ioannis Zografopoulos , Charalambos Konstantinou , Nektarios Georgios Tsoutsos , Dan Zhu , Robert Broadwater

The vulnerability of false data injection attacks on real-time electricity pricing for the power grid market has been recently explored. Previous work has focused on the impact caused by attackers that compromise pricing signals and send…

系统与控制 · 计算机科学 2014-10-21 Jairo Giraldo , Alvaro Cárdenas , Nicanor Quijano

Cyberattacks can cause a severe impact on power systems unless detected early. However, accurate and timely detection in critical infrastructure systems presents challenges, e.g., due to zero-day vulnerability exploitations and the…

机器学习 · 计算机科学 2022-03-14 Abhijeet Sahu , Zeyu Mao , Patrick Wlazlo , Hao Huang , Katherine Davis , Ana Goulart , Saman Zonouz

The reliable operation of power grid is supported by energy management systems (EMS) that provide monitoring and control functionalities. Contingency analysis is a critical application of EMS to evaluate the impacts of outages and prepare…

系统与控制 · 电气工程与系统科学 2021-09-21 Xiaorui Liu , Yaodan Hu , Charalambos Konstantinou , Yier Jin

Smart grids are inherently susceptible to various types of malicious cyberattacks that have all been documented in the recent literature. Traditional cybersecurity research on power systems often utilizes simplified models that fail to…

系统与控制 · 电气工程与系统科学 2025-03-03 Abdallah Alalem Albustami , Ahmad F. Taha , Elias Bou-Harb

As an important cyber-physical system (CPS), smart grid is highly vulnerable to cyber attacks. Amongst various types of attacks, false data injection attack (FDIA) proves to be one of the top-priority cyber-related issues and has received…

密码学与安全 · 计算机科学 2022-10-25 Yang Li , Xinhao Wei , Yuanzheng Li , Zhaoyang Dong , Mohammad Shahidehpour

Smart metering networks are increasingly susceptible to cyber threats, where false data injection (FDI) appears as a critical attack. Data-driven-based machine learning (ML) methods have shown immense benefits in detecting FDI attacks via…

机器学习 · 计算机科学 2024-11-07 Md Raihan Uddin , Ratun Rahman , Dinh C. Nguyen

False data injection (FDI) cyber-attacks on power systems can be prevented by strategically selecting and protecting a sufficiently large measurement subset, which, however, requires adequate cyber-defense resources for measurement…

系统与控制 · 电气工程与系统科学 2023-11-15 Jiazuo Hou , Fei Teng , Wenqian Yin , Yue Song , Yunhe Hou

Cyber attacks on critical infrastructure have been an issue of importance in industry over the past several years, as well as a focus of academic research. Cyber attacks of various types and magnitude have been on the rise targeted…

密码学与安全 · 计算机科学 2016-07-19 James Christopher Foreman , Dheeraj Gurugubelli

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

Smart grid systems are critical to the power industry, however their sophisticated architectural design and operations expose them to a number of cybersecurity threats, such as data tampering, data eavesdropping, and Denial of Service,…

密码学与安全 · 计算机科学 2022-02-16 J. D. Ndibwile

A well-designed attack in the power system can cause an initial failure and then results in large-scale cascade failure. Several works have discussed power system attack through false data injection, line-maintaining attack, and…

系统与控制 · 计算机科学 2018-07-25 Hwei-Ming Chung , Wen-Tai Li , Chau Yuen , Wei-Ho Chung , Chao-Kai Wen

It is challenging to assess the vulnerability of a cyber-physical power system to data attacks from an integral perspective. In order to support vulnerability assessment except analytic analysis, suitable platform for security tests needs…

密码学与安全 · 计算机科学 2017-08-29 Kaikai Pan , André Teixeira , Claudio López , Peter Palensky

This paper is concerned with the problem of secure multi-sensors fusion estimation for cyber-physical systems, where sensor measurements may be tampered with by false data injection (FDI) attacks. In this work, it is considered that the…

系统与控制 · 电气工程与系统科学 2023-01-02 Bo Chen , Pindi Weng , Daniel W. C. Ho , Li Yu

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

Electric power grids are evolving towards intellectualization such as Smart Grids or active-adaptive networks. Intelligent power network implies usage of sensors, smart meters, electronic devices and sophisticated communication network.…

密码学与安全 · 计算机科学 2018-07-17 Irina Lukicheva , David Pozo , Alexander Kulikov

While inverter-based distributed energy resources (DERs) play a crucial role in integrating renewable energy into the power system, they concurrently diminish the grid's system inertia, elevating the risk of frequency instabilities.…

机器学习 · 计算机科学 2024-09-02 Romesh Prasad , Malik Hassanaly , Xiangyu Zhang , Abhijeet Sahu

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