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In this paper, we consider a hierarchical control based DC microgrid (DCmG) equipped with unknown input observer (UIO) based detectors, where the potential false data injection (FDI) attacks and the distributed countermeasure are…

系统与控制 · 电气工程与系统科学 2021-07-29 Mengxiang Liu , Peng Cheng , Chengcheng Zhao , Ruilong Deng , Wenhai Wang , Jiming Chen

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

As one of the largest and most complex systems on earth, power grid (PG) operation and control have stepped forward as a compound analysis on both physical and cyber layers which makes it vulnerable to assaults from economic and security…

系统与控制 · 电气工程与系统科学 2022-05-31 Wangkun Xu , Fei Teng

Recent boom in foundation models and AI computing have raised growing concerns on the power and energy trajectories of large-scale data centers. This paper focuses on the voltage issues caused by volatile and intensity of data center power…

系统与控制 · 电气工程与系统科学 2025-07-10 Yize Chen , Baosen Zhang

The increasing reliance of drivers on navigation applications has made transportation networks more susceptible to data-manipulation attacks by malicious actors. Adversaries may exploit vulnerabilities in the data collection or processing…

人工智能 · 计算机科学 2024-03-08 Taha Eghtesad , Sirui Li , Yevgeniy Vorobeychik , Aron Laszka

In order to protect smart distribution grids from intrusions, it is important to understand possible risks and impacts of attacks. We study the worst-case attack strategy of a power injection attack against the physical layer of a smart…

系统与控制 · 电气工程与系统科学 2021-04-07 Martin Lindström , Hampei Sasahara , Xingkang He , Henrik Sandberg , Karl Henrik Johansson

Power system functionality is determined on the basis of the power system state estimation (PSSE). Thus, corruption of the PSSE may lead to severe consequences, such as financial losses, maintenance damage, and disruptions in electricity…

信号处理 · 电气工程与系统科学 2022-08-29 Gal Morgenstern , Tirza Routtenberg

With the growing popularity of electric vehicles (EVs), maintaining power grid stability has become a significant challenge. To address this issue, EV charging control strategies have been developed to manage the switch between…

系统与控制 · 电气工程与系统科学 2023-08-21 Junkai Qian , Yuning Jiang , Xin Liu , Qing Wang , Ting Wang , Yuanming Shi , Wei Chen

Automatic generation control (AGC) systems play a crucial role in maintaining system frequency across power grids. However, AGC systems' reliance on communicated measurements exposes them to false data injection attacks (FDIAs), which can…

密码学与安全 · 计算机科学 2025-04-15 Nour M. Shabar , Ahmad Mohammad Saber , Deepa Kundur

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

Recently, transformer architecture has demonstrated its significance in both Natural Language Processing (NLP) and Computer Vision (CV) tasks. Though other network models are known to be vulnerable to the backdoor attack, which embeds…

计算机视觉与模式识别 · 计算机科学 2021-11-24 Peizhuo Lv , Hualong Ma , Jiachen Zhou , Ruigang Liang , Kai Chen , Shengzhi Zhang , Yunfei Yang

This paper addresses the problem of detecting false data injection (FDI) attacks in a distributed network without a fusion center, represented by a connected graph among multiple agent nodes. Each agent node is equipped with a sensor, and…

系统与控制 · 电气工程与系统科学 2024-02-16 Saqib Abbas Baba , Arpan Chattopadhyay

Electric vehicles (EVs) are finally making their way onto the roads, but the challenges concerning long charging times and impact on congestion of the power distribution grid are still not resolved. Proposed solutions depend on heavy…

系统与控制 · 电气工程与系统科学 2022-05-23 Emin Ucer , Mithat Kisacikoglu

Understanding smart grid cyber attacks is key for developing appropriate protection and recovery measures. Advanced attacks pursue maximized impact at minimized costs and detectability. This paper conducts risk analysis of combined data…

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

The rise of IoT has made possible the development of %increasingly personalized services, like industrial services that often deal with massive amounts of data. However, as IoT grows, its threats are even greater. The false data injection…

密码学与安全 · 计算机科学 2020-11-02 Carlos Pedroso , Aldri Santos , Michele Nogueira

We study the security threats of power system operation brought by a class of data injection attacks upon load forecasting algorithms. In particular, with minimal assumptions on the knowledge and ability of the attacker, we design attack…

最优化与控制 · 数学 2019-06-17 Yize Chen , Yushi Tan , Ling Zhang , Baosen Zhang

In this paper, we examine the factors that influence the success of false data injection (FDI) attacks in the context of both cyber and physical styles of reinforcement. Many works consider the FDI attack in the context of the ability to…

系统与控制 · 电气工程与系统科学 2022-09-21 Martin Higgins , Wangkun Xu , Fei Teng , Thomas Parisini

Voltage fault injection (FI) is a well-known attack technique that can be used to force faulty behavior in processors during their operation. Glitching the supply voltage can cause data value corruption, skip security checks, or enable…

密码学与安全 · 计算机科学 2021-08-17 Otto Bittner , Thilo Krachenfels , Andreas Galauner , Jean-Pierre Seifert

In this paper, we address the problem of coordinating a set of distributed energy resources (DERs) to regulate voltage in power distribution systems to desired levels. To this end, we formulate the voltage control problem as an optimization…

最优化与控制 · 数学 2020-06-09 Hanchen Xu , Alejandro D. Domínguez-García , Peter W. Sauer

In this paper, we develop a data-driven voltage regulation framework for distributed energy resources (DERs) in a balanced radial power distribution system. The objective is to determine optimal DER power injections that minimize the…