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相关论文: Analysis of Moving Target Defense Against False Da…

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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

We study moving-target defense (MTD) that actively perturbs transmission line reactances to thwart stealthy false data injection (FDI) attacks against state estimation in a power grid. Prior work on this topic has proposed MTD based on…

密码学与安全 · 计算机科学 2018-04-05 Subhash Lakshminarayana , David K. Y. Yau

Machine learning (ML)-based detectors have been shown to be effective in detecting stealthy false data injection attacks (FDIAs) that can bypass conventional bad data detectors (BDDs) in power systems. However, ML models are also vulnerable…

系统与控制 · 电气工程与系统科学 2025-04-07 Yexiang Chen , Subhash Lakshminarayana , H. Vincent Poor

Data injection attacks (DIAs) pose a significant cybersecurity threat to the Smart Grid by enabling an attacker to compromise the integrity of data acquisition and manipulate estimated states without triggering bad data detection…

系统与控制 · 电气工程与系统科学 2024-11-26 Ke Sun , Iñaki Esnaola , H. Vincent Poor

In recent studies, moving target defense (MTD) has been applied to detect false data injection (FDI) attacks using distributed flexible AC transmission system (D-FACTS) devices. However, the inherent conflict between the security goals of…

系统与控制 · 电气工程与系统科学 2022-06-03 Jiazhou Wang , Jue Tian , Yang Liu , Xiaohong Guan , Dong Yang , Ting Liu

Moving target defense (MTD) in power grids is an emerging defense technique that has gained prominence in the recent past. It aims to solve the long-standing problem of securing the power grid against stealthy attacks. The key idea behind…

系统与控制 · 电气工程与系统科学 2024-09-30 Subhash Lakshminarayana , Yexiang Chen , Charalambos Konstantinou , Daisuke Mashima , Anurag K. Srivastava

This paper examines how moving target defences (MTD) implemented in power systems can be countered by unsupervised learning-based false data injection (FDI) attack and how MTD can be combined with physical watermarking to enhance the system…

系统与控制 · 电气工程与系统科学 2020-08-07 Martin Higgins , Fei Teng , Thomas Parisini

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

Moving target defenses (MTD) are proactive security techniques that enhance network security by confusing the attacker and limiting their attack window. MTDs have been shown to have significant benefits when evaluated against traditional…

密码学与安全 · 计算机科学 2024-08-08 Tina Moghaddam , Guowei Yang , Chandra Thapa , Seyit Camtepe , Dan Dongseong Kim

Electric power grid components, such as high voltage transformers (HVTs), generating stations, substations, etc. are expensive to maintain and, in the event of failure, replace. Thus, regularly monitoring the behavior of such components is…

计算机科学与博弈论 · 计算机科学 2020-10-09 Sailik Sengupta , Kaustav Basu , Arunabha Sen , Subbarao Kambhampati

This work proposes a moving target defense (MTD) strategy to detect coordinated cyber-physical attacks (CCPAs) against power grids. A CCPA consists of a physical attack, such as disconnecting a transmission line, followed by a coordinated…

密码学与安全 · 计算机科学 2019-08-08 Subhash Lakshminarayana , E. Veronica Belmega , H. Vincent Poor

This work proposes a moving target defense (MTD) strategy to detect coordinated cyber-physical attacks (CCPAs) against power grids. The main idea of the proposed approach is to invalidate the knowledge that the attackers use to mask the…

密码学与安全 · 计算机科学 2021-07-28 Subhash Lakshminarayana , E. Veronica Belmega , H. Vincent Poor

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

Network defenses based on traditional tools, techniques, and procedures fail to account for the attacker's inherent advantage present due to the static nature of network services and configurations. To take away this asymmetric advantage,…

密码学与安全 · 计算机科学 2020-03-24 Sailik Sengupta , Ankur Chowdhary , Abdulhakim Sabur , Adel Alshamrani , Dijiang Huang , Subbarao Kambhampati

This paper outlines a cyber-physical authentication strategy to protect power system infrastructure against false data injection (FDI) attacks. We demonstrate that it is feasible to use small, low-cost, yet highly attack-resistant security…

系统与控制 · 电气工程与系统科学 2020-11-02 Martin Higgins , Keith Mayes , Fei Teng

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

Several moving target defenses (MTDs) to counter adversarial ML attacks have been proposed in recent years. MTDs claim to increase the difficulty for the attacker in conducting attacks by regularly changing certain elements of the defense,…

机器学习 · 计算机科学 2023-02-22 Aqib Rashid , Jose Such

Small-Signal Stability (SSS) is crucial for the control of power grids. However, False Data Injection (FDI) attacks against SSS can impact the grid stability, hence, the security of SSS needs to be studied. This paper proposes a formal…

系统与控制 · 电气工程与系统科学 2022-01-03 Mohamadsaleh Jafari , Mohammad A. Rahman , Sumit Paudyal

Accurate state estimation is of paramount importance to maintain the power system operating in a secure and efficient state. The recently identified coordinated data injection attacks to meter measurements can bypass the current security…

密码学与安全 · 计算机科学 2018-08-19 Suzhi Bi , Ying Jun Zhang

Modern urban railways extensively use computerized sensing and control technologies to achieve safe, reliable, and well-timed operations. However, the use of these technologies may provide a convenient leverage to cyber-attackers who have…

密码学与安全 · 计算机科学 2017-09-25 Subhash Lakshminarayana , Teo Zhan Teng , Rui Tan , David K. Y. Yau
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