Cyber Threats to Smart Grids: Review, Taxonomy, Potential Solutions, and Future Directions
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Moslem Dehghani & Mohammad Ghiasi & Taher Niknam & Abdollah Kavousi-Fard & Mokhtar Shasadeghi & Noradin Ghadimi & Farhad Taghizadeh-Hesary, 2020. "Blockchain-Based Securing of Data Exchange in a Power Transmission System Considering Congestion Management and Social Welfare," Sustainability, MDPI, vol. 13(1), pages 1-21, December.
- Shahid Tufail & Imtiaz Parvez & Shanzeh Batool & Arif Sarwat, 2021. "A Survey on Cybersecurity Challenges, Detection, and Mitigation Techniques for the Smart Grid," Energies, MDPI, vol. 14(18), pages 1-22, September.
- Sajjad Khan & Shahzad Aslam & Iqra Mustafa & Sheraz Aslam, 2021. "Short-Term Electricity Price Forecasting by Employing Ensemble Empirical Mode Decomposition and Extreme Learning Machine," Forecasting, MDPI, vol. 3(3), pages 1-18, June.
- Christos-Minas Mathas & Costas Vassilakis & Nicholas Kolokotronis & Charilaos C. Zarakovitis & Michail-Alexandros Kourtis, 2021. "On the Design of IoT Security: Analysis of Software Vulnerabilities for Smart Grids," Energies, MDPI, vol. 14(10), pages 1-27, May.
- Pooja Anand & Yashwant Singh & Arvind Selwal & Pradeep Kumar Singh & Raluca Andreea Felseghi & Maria Simona Raboaca, 2020. "IoVT: Internet of Vulnerable Things? Threat Architecture, Attack Surfaces, and Vulnerabilities in Internet of Things and Its Applications towards Smart Grids," Energies, MDPI, vol. 13(18), pages 1-23, September.
- Arshia Aflaki & Mohsen Gitizadeh & Roozbeh Razavi-Far & Vasile Palade & Ali Akbar Ghasemi, 2021. "A Hybrid Framework for Detecting and Eliminating Cyber-Attacks in Power Grids," Energies, MDPI, vol. 14(18), pages 1-22, September.
- Dorothy E. Denning, 2012. "Stuxnet: What Has Changed?," Future Internet, MDPI, vol. 4(3), pages 1-16, July.
- Seppo Borenius & Pavithra Gopalakrishnan & Lina Bertling Tjernberg & Raimo Kantola, 2022. "Expert-Guided Security Risk Assessment of Evolving Power Grids," Energies, MDPI, vol. 15(9), pages 1-25, April.
- Chen, Chunyu & Cui, Mingjian & Fang, Xin & Ren, Bixing & Chen, Yang, 2020. "Load altering attack-tolerant defense strategy for load frequency control system," Applied Energy, Elsevier, vol. 280(C).
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Szymon Stryczek & Marek Natkaniec, 2022. "Internet Threat Detection in Smart Grids Based on Network Traffic Analysis Using LSTM, IF, and SVM," Energies, MDPI, vol. 16(1), pages 1-23, December.
- Mikołaj Gwiazdowicz & Marek Natkaniec, 2023. "Feature Selection and Model Evaluation for Threat Detection in Smart Grids," Energies, MDPI, vol. 16(12), pages 1-25, June.
- Smitha Joyce Pinto & Pierluigi Siano & Mimmo Parente, 2023. "Review of Cybersecurity Analysis in Smart Distribution Systems and Future Directions for Using Unsupervised Learning Methods for Cyber Detection," Energies, MDPI, vol. 16(4), pages 1-24, February.
- Mahvash, Hossein & Taher, Seyed Abbas & Guerrero, Josep M., 2024. "Mitigation of severe false data injection attacks (FDIAs) in marine current turbine (MCT) type 4 synchronous generator renewable energy using promoted backstepping method," Renewable Energy, Elsevier, vol. 222(C).
- Erdal Irmak & Ersan Kabalci & Yasin Kabalci, 2023. "Digital Transformation of Microgrids: A Review of Design, Operation, Optimization, and Cybersecurity," Energies, MDPI, vol. 16(12), pages 1-58, June.
- Wenbing Zhao & Quan Qi & Jiong Zhou & Xiong Luo, 2023. "Blockchain-Based Applications for Smart Grids: An Umbrella Review," Energies, MDPI, vol. 16(17), pages 1-35, August.
- Tehseen Mazhar & Hafiz Muhammad Irfan & Sunawar Khan & Inayatul Haq & Inam Ullah & Muhammad Iqbal & Habib Hamam, 2023. "Analysis of Cyber Security Attacks and Its Solutions for the Smart grid Using Machine Learning and Blockchain Methods," Future Internet, MDPI, vol. 15(2), pages 1-37, February.
- Amitkumar V. Jha & Bhargav Appasani & Deepak Kumar Gupta & Bharati S. Ainapure & Nicu Bizon, 2023. "A Blockchain-Enabled Approach for Enhancing Synchrophasor Measurement in Smart Grid 3.0," Sustainability, MDPI, vol. 15(19), pages 1-20, October.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Berghout, Tarek & Benbouzid, Mohamed & Muyeen, S.M., 2022. "Machine learning for cybersecurity in smart grids: A comprehensive review-based study on methods, solutions, and prospects," International Journal of Critical Infrastructure Protection, Elsevier, vol. 38(C).
- Pruethsan Sutthichaimethee & Worawat Sa-Ngiamvibool & Buncha Wattana & Jianhui Luo & Supannika Wattana, 2025. "Enhancing Sustainable Strategic Governance for Energy-Consumption Reduction Towards Carbon Neutrality in the Energy and Transportation Sectors," Sustainability, MDPI, vol. 17(6), pages 1-24, March.
- Diao, Xiaoxu & Zhao, Yunfei & Smidts, Carol & Vaddi, Pavan Kumar & Li, Ruixuan & Lei, Hangtian & Chakhchoukh, Yacine & Johnson, Brian & Blanc, Katya Le, 2024. "Dynamic probabilistic risk assessment for electric grid cybersecurity," Reliability Engineering and System Safety, Elsevier, vol. 241(C).
- Liu, Lijun & Qian, Jin & Hua, Li & Zhang, Bin, 2022. "System estimation of the SOFCs using fractional-order social network search algorithm," Energy, Elsevier, vol. 255(C).
- Mostafa Shokry & Ali Ismail Awad & Mahmoud Khaled Abd-Ellah & Ashraf A. M. Khalaf, 2023. "When Security Risk Assessment Meets Advanced Metering Infrastructure: Identifying the Appropriate Method," Sustainability, MDPI, vol. 15(12), pages 1-17, June.
- Jun Dong & Xihao Dou & Aruhan Bao & Yaoyu Zhang & Dongran Liu, 2022. "Day-Ahead Spot Market Price Forecast Based on a Hybrid Extreme Learning Machine Technique: A Case Study in China," Sustainability, MDPI, vol. 14(13), pages 1-24, June.
- Roman V. Klyuev & Irbek D. Morgoev & Angelika D. Morgoeva & Oksana A. Gavrina & Nikita V. Martyushev & Egor A. Efremenkov & Qi Mengxu, 2022. "Methods of Forecasting Electric Energy Consumption: A Literature Review," Energies, MDPI, vol. 15(23), pages 1-33, November.
- Wu, Cong & Li, Jiaxuan & Liu, Wenjin & He, Yuzhe & Nourmohammadi, Samad, 2023. "Short-term electricity demand forecasting using a hybrid ANFIS–ELM network optimised by an improved parasitism–predation algorithm," Applied Energy, Elsevier, vol. 345(C).
- Shangguan, Xing-Chen & He, Yong & Zhang, Chuan-Ke & Jiang, Lin & Wu, Min, 2022. "Load frequency control of time-delayed power system based on event-triggered communication scheme," Applied Energy, Elsevier, vol. 308(C).
- Agnieszka A. Tubis & Honorata Poturaj, 2025. "Energy Supply Chains in the Digital Age: A Review of Current Research and Trends," Energies, MDPI, vol. 18(2), pages 1-24, January.
- Matthew Boeding & Kelly Boswell & Michael Hempel & Hamid Sharif & Juan Lopez & Kalyan Perumalla, 2022. "Survey of Cybersecurity Governance, Threats, and Countermeasures for the Power Grid," Energies, MDPI, vol. 15(22), pages 1-22, November.
- Dorel Mihai Paraschiv & Narciz Balasoiu & Souhir Ben-Amor & Raul Cristian Bag, 2023. "Hybridising Neurofuzzy Model the Seasonal Autoregressive Models for Electricity Price Forecasting on Germany’s Spot Market," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 25(63), pages 463-463, April.
- Wojciech Szczepanik & Marcin Niemiec, 2022. "Heuristic Intrusion Detection Based on Traffic Flow Statistical Analysis," Energies, MDPI, vol. 15(11), pages 1-19, May.
- Jaradat, Ra’ed M. & Keating, Charles B., 2014. "Fragility of oil as a critical infrastructure problem," International Journal of Critical Infrastructure Protection, Elsevier, vol. 7(2), pages 86-99.
- Athanasios Ioannis Arvanitidis & Dimitrios Bargiotas & Dimitrios Kontogiannis & Athanasios Fevgas & Miltiadis Alamaniotis, 2022. "Optimized Data-Driven Models for Short-Term Electricity Price Forecasting Based on Signal Decomposition and Clustering Techniques," Energies, MDPI, vol. 15(21), pages 1-24, October.
- Maciej Sawka & Marcin Niemiec, 2022. "A Sponge-Based Key Expansion Scheme for Modern Block Ciphers," Energies, MDPI, vol. 15(19), pages 1-18, September.
- Wioletta Knapik & Magdalena Katarzyna Kowalska & Monika Odlanicka-Poczobutt & Marek Kasperek, 2022. "The Internet of Things through Internet Access Using an Electrical Power Transmission System (Power Line Communication) to Improve Digital Competencies and Quality of Life of Selected Social Groups in," Energies, MDPI, vol. 15(14), pages 1-27, July.
- Ding, Zhetong & Chen, Chunyu & Cui, Mingjian & Bi, Wenjun & Chen, Yang & Li, Fangxing, 2021. "Dynamic game-based defensive primary frequency control system considering intelligent attackers," Reliability Engineering and System Safety, Elsevier, vol. 216(C).
- Berghout, Tarek & Benbouzid, Mohamed, 2022. "EL-NAHL: Exploring labels autoencoding in augmented hidden layers of feedforward neural networks for cybersecurity in smart grids," Reliability Engineering and System Safety, Elsevier, vol. 226(C).
- Lin, Wen-Ting & Chen, Guo & Huang, Yuhan, 2022. "Incentive edge-based federated learning for false data injection attack detection on power grid state estimation: A novel mechanism design approach," Applied Energy, Elsevier, vol. 314(C).
More about this item
Keywords
smart grids; cybersecurity; vulnerabilities; cyberattacks; blockchain; artificial intelligence;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:15:y:2022:i:18:p:6799-:d:917417. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.