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Over the last decade, the number of cyberattacks targeting power systems and causing physical and economic damages has increased rapidly. Among them, False Data Injection Attacks (FDIAs) is a class of cyberattacks against power grid…

系统与控制 · 电气工程与系统科学 2020-08-18 Ali Sayghe , Yaodan Hu , Ioannis Zografopoulos , XiaoRui Liu , Raj Gautam Dutta , Yier Jin , Charalambos Konstantinou

Recent studies have demonstrated that smart grids are vulnerable to stealthy false data injection attacks (SFDIAs), as SFDIAs can bypass residual-based bad data detection mechanisms. The SFDIA detection has become one of the focuses of…

密码学与安全 · 计算机科学 2022-12-08 Xuefei Yin , Yanming Zhu , Yi Xie , Jiankun Hu

False data injection attacks (FDIAs) pose a persistent challenge to AC power system state estimation. In current practice, detection relies primarily on topology-aware residual-based tests that assume malicious measurements can be…

密码学与安全 · 计算机科学 2026-02-12 Chenhan Xiao , Yang Weng

With the deeper penetration of inverter-based resources in power systems, false data injection attacks (FDIA) are a growing cyber-security concern. They have the potential to disrupt the system's stability like frequency stability, thereby…

密码学与安全 · 计算机科学 2024-09-10 Abhijeet Sahu , Truc Nguyen , Kejun Chen , Xiangyu Zhang , Malik Hassanaly

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

Most traditional false data injection attack (FDIA) detection approaches rely on a key assumption, i.e., the power system can be accurately modeled. However, the transmission line parameters are dynamic and cannot be accurately known during…

信号处理 · 电气工程与系统科学 2021-09-09 Bowen Xu , Fanghong Guo , Changyun Wen , Ruilong Deng , Wen-An Zhang

State estimation is of considerable significance for the power system operation and control. However, well-designed false data injection attacks can utilize blind spots in conventional residual-based bad data detection methods to manipulate…

系统与控制 · 电气工程与系统科学 2022-12-16 Chenguang Wang , Simon Tindemans , Kaikai Pan , Peter Palensky

Training and evaluating false data injection attack (FDIA) detectors for power systems is constrained by data scarcity. Operational grid measurements are commercially sensitive, and hand-crafted attacks fail to capture complex…

密码学与安全 · 计算机科学 2026-05-20 Mohammad A. Razzaque , Muta Tah Hira

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

A novel false data injection attack (FDIA) model against DC state estimation is proposed, which requires no network parameters and exploits only limited phasor measurement unit (PMU) data. The proposed FDIA model can target specific states…

系统与控制 · 电气工程与系统科学 2021-02-25 Mingqiu Du , Georgia Pierrou , Xiaozhe Wang

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

State estimation is a data processing algorithm for converting redundant meter measurements and other information into an estimate of the state of a power system. Relying heavily on meter measurements, state estimation has proven to be…

系统与控制 · 电气工程与系统科学 2021-08-27 Mingqiu Du , Georgia Pierrou , Xiaozhe Wang , Marthe Kassouf

We address the problem of constructing false data injection (FDI) attacks that can bypass the bad data detector (BDD) of a power grid. The attacker is assumed to have access to only power flow measurement data traces (collected over a…

密码学与安全 · 计算机科学 2020-07-22 Subhash Lakshminarayana , Abla Kammoun , Merouane Debbah , H. Vincent Poor

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

With the increasing integration of cyber-physical systems (CPS) into critical applications, ensuring their resilience against cyberattacks is paramount. A particularly concerning threat is the vulnerability of CPS to deceptive attacks that…

机器人学 · 计算机科学 2024-08-20 Jun Ueda , Hyukbin Kwon

The evolution of the traditional power system towards the modern smart grid has posed many new cybersecurity challenges to this critical infrastructure. One of the most dangerous cybersecurity threats is the False Data Injection (FDI)…

密码学与安全 · 计算机科学 2020-03-12 Nam N. Tran , Hemanshu R. Pota , Quang N. Tran , Xuefei Yin , Jiankun Hu

Data analysis and monitoring on smart grids are jeopardized by attacks on cyber-physical systems. False data injection attack (FDIA) is one of the classes of those attacks that target the smart measurement devices by injecting malicious…

机器学习 · 计算机科学 2023-06-21 Cihat Keçeci , Katherine R. Davis , Erchin Serpedin

recent literature has proposed various detection and identification methods for FDIAs, but few studies have focused on a solution that would prevent such attacks from occurring. However, great strides have been made using deep learning to…

信号处理 · 电气工程与系统科学 2020-08-05 Fayha ALmutairy , Reem Shadid , Safwan Wshah

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

The false data injection (FDI) attack cannot be detected by the traditional anomaly detection techniques used in the energy system state estimators. In this paper, we demonstrate how FDI attacks can be constructed blindly, i.e., without…

密码学与安全 · 计算机科学 2016-05-23 Adnan Anwar , Abdun Naser Mahmood , Mark Pickering
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