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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…

Machine Learning · Computer Science 2023-06-21 Cihat Keçeci , Katherine R. Davis , Erchin Serpedin

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…

Systems and Control · Electrical Eng. & Systems 2022-12-22 Wangkun Xu , Imad M. Jaimoukha , Fei Teng

Recent studies have considered thwarting false data injection (FDI) attacks against state estimation in power grids by proactively perturbing branch susceptances. This approach is known as moving target defense (MTD). However, despite of…

Systems and Control · Electrical Eng. & Systems 2023-04-06 Zhenyong Zhang , Ruilong Deng , David K. Y. Yau , Peng Cheng , Jiming Chen

To enhance the robustness of cooperative driving to cyberattacks, we study a controller-oriented approach to mitigate the effect of a class of False-Data Injection (FDI) attacks. By reformulating a given dynamic Cooperative Adaptive Cruise…

Systems and Control · Electrical Eng. & Systems 2024-10-29 Mischa Huisman , Carlos Murguia , Erjen Lefeber , Nathan van de Wouw

Electromagnetic fault injection (EMFI) is a well known technique used to disturb the behaviour of a chip for weakening its security. These attacks are mostly done on simple microcontrollers. On these targets, the fault effects are…

Cryptography and Security · Computer Science 2019-10-28 Thomas Trouchkine , Sébanjila Kevin Bukasa , Mathieu Escouteloup , Ronan Lashermes , Guillaume Bouffard

The advances in deep learning (DL) techniques have the potential to deliver transformative technological breakthroughs to numerous complex tasks in modern power systems that suffer from increasing uncertainty and nonlinearity. However, the…

Cryptography and Security · Computer Science 2022-11-09 Jianing Bai , Ren Wang , Zuyi Li

Applications of cyber technologies improve the quality of monitoring and decision making in smart grid. These cyber technologies are vulnerable to malicious attacks, and compromising them can have serious technical and economical problems.…

Cryptography and Security · Computer Science 2016-11-15 Mohammad Esmalifalak , Ge Shi , Zhu Han , Lingyang Song

This paper studies the impact of side initial state information on the detectability of data deception attacks against cyber-physical systems. We assume the attack detector has access to a linear function of the initial system state that…

Optimization and Control · Mathematics 2016-06-17 Yuan Chen , Soummya Kar , Jose' M. F. Moura

The effectiveness of Data Injections Attacks (DIAs) critically depends on the completeness of the system information accessible to adversaries. This relationship positions information incompleteness enhancement as a vital defense strategy…

Systems and Control · Electrical Eng. & Systems 2025-10-27 Ke Sun , Jingyi Yan , Zhenglin Li , Shaorong Xie

We propose a framework for integrating optimal power flow (OPF) with state estimation (SE) in the loop for distribution networks. Our approach combines a primal-dual gradient-based OPF solver with a SE feedback loop based on a limited set…

Optimization and Control · Mathematics 2022-05-05 Yi Guo , Xinyang Zhou , Changhong Zhao , Lijun Chen , Tyler H. Summers

This paper investigates the vulnerability of bilateral teleoperation systems to perfectly undetectable False Data Injection Attacks (FDIAs). Teleoperation, one of the major applications in robotics, involves a leader manipulator operated by…

Robotics · Computer Science 2024-09-23 Hyukbin Kwon , Hiroaki Kawase , Heriberto Andres Nieves-Vazquez , Kiminaro Kogiso , Jun Ueda

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…

Systems and Control · Computer Science 2014-10-21 Jairo Giraldo , Alvaro Cárdenas , Nicanor Quijano

In distributed detection systems, energy-efficient ordered transmission (EEOT) schemes are able to reduce the number of transmissions required to make a final decision. In this work, we investigate the effect of data falsification attacks…

Signal Processing · Electrical Eng. & Systems 2023-03-22 Chen Quan , Nandan Sriranga , Haodong Yang , Yunghsiang S. Han , Baocheng Geng , Pramod K. Varshney

Cyber-physical systems (CPSs) are subjected to attacks on both cyber and physical spaces. In reality, the attackers could launch exponentially unbounded false data injection (EU-FDI) attacks, which are more destructive and could lead to the…

Systems and Control · Electrical Eng. & Systems 2025-05-09 Yichao Wang , Mohamadamin Rajabinezhad , Yi Zhang , Shan Zuo

Cybersecurity in building energy management is crucial for protecting infrastructure, ensuring data integrity, and preventing unauthorized access or manipulation. This paper investigates the energy efficiency and cybersecurity of building…

Systems and Control · Electrical Eng. & Systems 2024-05-03 Xiaoyu Ge , Kamelia Norouzi , Faegheh Moazeni , Mirel Sehic , Javad Khazaei , Parv Venkitasubramaniam , Rick Blum

The reliability of Neural Networks has gained significant attention, prompting efforts to develop SW-based hardening techniques for safety-critical scenarios. However, evaluating hardening techniques using application-level fault injection…

Neural and Evolutionary Computing · Computer Science 2024-12-12 Giuseppe Esposito , Juan David Guerrero-Balaguera , Josie Esteban Rodriguez Condia , Matteo Sonza Reorda

Influenced by deep penetration of the new generation of information technology, power systems have gradually evolved into highly coupled cyber-physical systems (CPS). Among many possible power CPS network attacks, a false data injection…

Systems and Control · Electrical Eng. & Systems 2022-05-03 Zhaoyang Qu , Xiaoyong Bo , Tong Yu , Yaowei Liu , Yunchang Dong , Zhongfeng Kan , Lei Wang , Yang Li

This paper firstly addresses the problem of risk assessment under false data injection attacks on uncertain control systems. We consider an adversary with complete system knowledge, injecting stealthy false data into an uncertain control…

Systems and Control · Electrical Eng. & Systems 2022-12-12 Sribalaji C. Anand , André M. H. Teixeira , Anders Ahlén

False Data Injection Attacks (FDIAs) pose a significant threat to smart grid infrastructures, particularly Home Area Networks (HANs), where real-time monitoring and control are highly adopted. Owing to the comparatively less stringent…

Cryptography and Security · Computer Science 2025-08-15 Varsha Sen , Biswash Basnet

We propose a technique to assess the vulnerability of the power system state estimator. We aim at identifying measurements that have a high potential of being the target of false data injection attacks. From an adversary's point of view,…

Optimization and Control · Mathematics 2020-07-01 Gonzalo E. Constante-Flores , Antonio J. Conejo , Jiankang Wang