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The advent of smart power grid which plays a vital role in the upcoming smart city era is accompanied with the implementation of a monitoring tool, called state estimation. For the case of the unbalanced residential distribution grid, the…

密码学与安全 · 计算机科学 2021-02-02 Nam N. Tran , Hemanshu R. Pota , Quang N. Tran , Jiankun Hu

This paper studies two fundamental problems in power systems: the economic dispatch problem (EDP) and load shedding. For the EDP, an extension of the problem considering the transmission losses is presented. Because the optimization problem…

系统与控制 · 电气工程与系统科学 2021-08-31 Ismi Rosyiana Fitri , Jung-Su Kim

The goal of this note is to assess whether simple machine learning algorithms can be used to determine whether and how a given network has been attacked. The procedure is based on the $k$-Nearest Neighbor and the Random Forest…

物理与社会 · 物理学 2023-08-30 Davide Coppes , Paolo Cermelli

Adversarial smart contracts, mostly on EVM-compatible chains like Ethereum and BSC, are deployed as EVM bytecode to exploit vulnerable smart contracts for financial gain. Detecting such malicious contracts at the time of deployment is an…

密码学与安全 · 计算机科学 2025-11-17 Yating Liu , Xing Su , Hao Wu , Sijin Li , Yuxi Cheng , Fengyuan Xu , Sheng Zhong

Electrical Distribution Systems are extensively penetrated with Distributed Energy Resources (DERs) to cater the energy demands with the general perception that it enhances the system's resilience. However, integration of DERs may adversely…

系统与控制 · 电气工程与系统科学 2023-11-07 Divyanshi Dwivedi , Pradeep Kumar Yemula , Mayukha Pal

The paper considers a problem of detecting and mitigating biasing attacks on networks of state observers targeting cooperative state estimation algorithms. The problem is cast within the recently developed framework of distributed…

系统与控制 · 计算机科学 2018-10-11 Mohammad Deghat , Valery Ugrinovskii , Iman Shames , Cedric Langbort

The frequent occurrences of cascading failures in power grids have been receiving continuous attention in recent years. An urgent task for us is to understand the cascading failure vulnerability of power grids against various kinds of…

系统与控制 · 电气工程与系统科学 2020-06-23 Xiaolin Gao , Cunlai Pu , Lunbo Li

Given that disturbances to the stable and normal operation of power systems have grown phenomenally, particularly in terms of unauthorized access to confidential and critical data, injection of malicious software, and exploitation of…

机器学习 · 计算机科学 2025-01-27 Mofe O. Jeje

Sensors such as phasor measurement units (PMUs) endowed with GPS receivers are ubiquitously installed providing real-time grid visibility. A number of PMUs can cooperatively enable state estimation routines. However, GPS spoofing attacks…

系统与控制 · 计算机科学 2018-04-27 Paresh Risbud , Nikolaos Gatsis , Ahmad Taha

The state estimation of continuous-time nonlinear systems in which a subset of sensor outputs can be maliciously controlled through injecting a potentially unbounded additive signal is considered in this paper. Analogous to our earlier work…

最优化与控制 · 数学 2020-08-31 Michelle S. Chong , Henrik Sandberg , Joao P. Hespanha

The Internet has become a prime subject to security attacks and intrusions by attackers. These attacks can lead to system malfunction, network breakdown, data corruption or theft. A network intrusion detection system (IDS) is a tool used…

密码学与安全 · 计算机科学 2022-03-14 Tanwir Ahmad , Dragos Truscan , Juri Vain , Ivan Porres

Potential vulnerabilities in a power grid can be exposed by identifying those transmission lines on which attacks (in the form of interference with their transmission capabilities) causes maximum disruption to the grid. In this study, we…

最优化与控制 · 数学 2015-03-10 Taedong Kim , Stephen J. Wright , Daniel Bienstock , Sean Harnett

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

In the recent years cyberattacks to smart grids are becoming more frequent Among the many malicious activities that can be launched against smart grids False Data Injection FDI attacks have raised significant concerns from both academia and…

密码学与安全 · 计算机科学 2024-07-12 Muhammad Irfan , Alireza Sadighian , Adeen Tanveer , Shaikha J. Al-Naimi , Gabriele Oligeri

Active distribution networks facilitating bidirectional power exchange with renewable energy resources are susceptible to cyberattacks due to integration of a diverse array of cyber components. This study introduces a grid-level defense…

系统与控制 · 电气工程与系统科学 2025-11-18 Hampei Sasahara , Tatsuya Yamada , Jun-ichi Imura , Henrik Sandberg

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

The ability to detect faults is an important safety feature for event-based multi-agent systems. In most existing algorithms, each agent tries to detect faults by checking its own behavior. But what if one agent becomes unable to recognize…

系统与控制 · 电气工程与系统科学 2022-10-03 Alexander Gräfe , Dominik Baumann , Sebastian Trimpe

Power-generating assets (e.g., jet engines, gas turbines) are often instrumented with tens to hundreds of sensors for monitoring physical and performance degradation. Anomaly detection algorithms highlight deviations from predetermined…

分布式、并行与集群计算 · 计算机科学 2017-01-27 Paras Jain , Chirag Tailor , Sam Ford , Liexiao Ding , Michael Phillips , Fang Liu , Nagi Gebraeel , Duen Horng Chau

This paper investigates a new model to improve the scalability of low-power long-range (LoRa) networks by allowing multiple end devices (EDs) to simultaneously communicate with multiple multi-antenna gateways on the same frequency band and…

信号处理 · 电气工程与系统科学 2021-11-22 The Khai Nguyen , Ha H. Nguyen , Ebrahim Bedeer

Energy theft causes large economic losses to utility companies around the world. In recent years, energy theft detection approaches based on machine learning (ML) techniques, especially neural networks, become popular in the research…

信号处理 · 电气工程与系统科学 2020-09-01 Jiangnan Li , Yingyuan Yang , Jinyuan Stella Sun