The DOI matches its Crossref record; 5 of the 5 references it cites were found in a registry or an index.
Ukraine cyber-induced power outage: Analysis and practical mitigation strategies
Abstract
On December 23, 2015, a “temporary malfunction of the power supply” in three provinces in Ukraine resulted in power outages that lasted up to six hours and affected 225,000 customers. Following the event, an investigation identified evidence that several regional Ukraine power control systems had been compromised by cyber attacks. This was the first publicly documented successful cyber attack on an electric utility's control system. Both asset owners and government officials around the world now are asking, “What happened and could a similar cyber attack happen in our control systems?” This paper provides an analysis of the Ukraine cyber attack, including how the malicious actors gained access to the control system, what methods the malicious actors used to explore and map the control system, a detailed description of the December 23, 2015 attacks, and methods used by the malicious actors to erase their activities and make remediation more difficult. We then present a detailed description of securing utility power system control systems based on best practices, including control system network design, whitelisting techniques, monitoring and logging, and personnel education. The paper concludes with a discussion of mitigation methods and recommendations that would have protected the Ukraine control system and alerted personnel in advance of the cyber attack.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The security aspect of ICS and SCADA systems was not considered a global issue until the discovery of the Stuxnet worm in 2010 and the Shamoon virus attack on Saudi Aramco.
“However, the security aspect of ICS and SCADA systems was not considered a global issue until the discovery of the Stuxnet worm, developed in 2010 with the specific purpose of targeting ICS [170], and the Shamoon virus, responsible for the attack on Saudi Aramco, the world's largest oil company, caused disruption on global energy market [171].”
From SCADA Systems With Focus on Continuous Manufacturing and Steel Industry: A Survey on Architectures, Standards, Challenges and Industry 5.0 (2022) · cites this paper as [171]
Citations
Cites
Security and Privacy Controls for Federal Information Systems and Organizations
Joint Task Force Transformation Initiative (2013) · doi:10.6028/nist.sp.800-53r4 · Cited by 470
CONCERNS ABOUT INTRUSIONS INTO REMOTELY ACCESSIBLE SUBSTATION CONTROLLERS AND SCADA SYSTEMS
Oman, P., & Frincke, D. A. (2000) · Cited by 53
Introduction to SCADA Protection and Vulnerabilities
Barnes, K., Johnson, B., & Nickelson, R. (2004) · doi:10.2172/911209 · Cited by 15
Schweitzer, E. O., Whitehead, D. E., Risley, A., & Smith, R. (2011) · Conference for Protective Relay Engineers · doi:10.1109/cpre.2011.6035632 · Cited by 8
Self-citationCybersecurity best practices for creating resilient control systems
Smith, J., Pereyda, J., & Gammel, D. (2016) · Resilience Week (RWS) · doi:10.1109/rweek.2016.7573308 · Cited by 5
Self-citation
Flagged first, then by citations
Research works printed but not linked: 14
- polityuk, 2016, Ukraine Sees Russian Hand in Cyber Attacks on Power Grid
- 0, Cyber Attacks on the Ukrainian Grid: What You Should Know, iSIGHT Partners
- oman, 2001, Safeguarding IEDs, Substations, and SCADA Systems Against Electronic Intrusions, Proceedings of the 3rd Annual Western Power Delivery Automation Conference
- 2015, Critical Infrastructure Protection V
- smith, 2016, Defense in Depth Security for Industrial Control Systems, Proceedings of the Electricity Engineers' Association Conference & Exhibition
- zetter, 2016, Inside the cunning unprecedented hack of Ukraine's power grid
- 2016, The Work Group to Study the Causes of the Temporary Malfunction of Power Supply Companies, Which Took Place December 23, 2015, Ukrainian Ministry of Energy and Coal
- 2016, Advisory (ICSA-16-152-01) Moxa UC-7408-LX-Plus Firmware Overwrite Vulnerability
- 2016, Cyber-Attack Against Ukrainian Critical Infrastructure - Alert (IR-ALERT-H-16-056-01)
- polityuk, 0, Exclusive: Hackers May Have Wider Access to Ukrainian Industrial Facilities, Reuters January 2016
- 2016, Analysis of the Cyber Attack on the Ukrainian Power Grid, SANS and E-ISAC, 18
- 2016, Energy liquidate the consequences of a major accident in the Carpathian region, Prykarpattiaoblenergo Corporate Web Page
- 2016, Chernivtsioblenergo also suffered cyber attacks from Russia
- kremez, 2016, APT Malware Analysis: BlackEnergy, ?: o ? aToKl Excel VBA Dropper, viewed August 23
Cited by
Sorted by citations
IoT in smart cities: A survey of technologies, practices and challenges
Syed, A. S., Sierra-Sosa, D., Kumar, A., & Elmaghraby, A. (2021) · Smart Cities · doi:10.3390/smartcities4020024 · Cited by 527
Challenges and Opportunities in Securing the Industrial Internet of Things
Serror, M., Hack, S., Henze, M., Schuba, M., & Wehrle, K. (2020) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2020.3023507 · Cited by 381
Adversarial Attacks Against Network Intrusion Detection in IoT Systems
Qiu, H., Dong, T., Zhang, T., Lu, J., Memmi, G., & Meikang Qiu, A. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3048038 · Cited by 334
Shi, Z., Yao, W., Li, Z., Zeng, L., Zhao, Y., Zhang, R., Tang, Y., & Wen, J. (2020) · Applied Energy · doi:10.1016/j.apenergy.2020.115733 · Cited by 327
Abdelkader, S. M., Amissah, J., Kinga, S., Mugerwa, G., Ebinyu, E., Mansour, D. A., Bajaj, M., Blažek, V., & Prokop, L. (2024) · Results in Engineering · doi:10.1016/j.rineng.2024.102647 · Cited by 193
Attack Graph Model for Cyber-Physical Power Systems Using Hybrid Deep Learning
Presekal, A., Stefanov, A. I., Rajkumar, V. S., & Pálenský, P. (2023) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2023.3237011 · Cited by 188
How Machine Learning Changes the Nature of Cyberattacks on IoT Networks: A Survey
Bout, É., Loscrì, V., & Gallais, A. (2021) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2021.3127267 · Cited by 150
Cyber Attacks on Power Grids: Causes and Propagation of Cascading Failures
Rajkumar, V. S., Stefanov, A. I., Presekal, A., Pálenský, P., & Rueda, J. L. (2023) · IEEE Access · doi:10.1109/access.2023.3317695 · Cited by 134
A Comprehensive Study of the IoT Cybersecurity in Smart Cities
Andrade, R., Yoo, S. G., Tello-Oquendo, L., & Ortiz-Garcés, I. (2020) · IEEE Access · doi:10.1109/access.2020.3046442 · Cited by 123
Perspectives on Future Power System Control Centers for Energy Transition
Marot, A., Kelly, A., Naglič, M., Barbesant, V., Cremer, J. L., Stefanov, A. I., & Viebahn, J. (2022) · Journal of Modern Power Systems and Clean Energy · doi:10.35833/mpce.2021.000673 · Cited by 124
Current cyber-defense trends in industrial control systems
Rubio, J. E., Alcaraz, C., Roman, R., & Lopez, J. (2019) · Computers & Security · doi:10.1016/j.cose.2019.06.015 · Cited by 113
Comprehensive Review of Hybrid Energy Systems: Challenges, Applications, and Optimization Strategies
Khan, A., Bressel, M., Davigny, A., Abbes, D., & Bouamama, B. O. (2025) · Energies · doi:10.3390/en18102612 · Cited by 106
Development of a Cyber-Resilient Line Current Differential Relay
Ameli, A., Hooshyar, A., & El-Saadany, E. F. (2018) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2018.2831198 · Cited by 89
Paul, B., Sarker, A., Abhi, S. H., Das, S. K., Ali, M. F., Islam, M. M., Islam, M. R., Moyeen, S. I., Badal, F. R., Ahamed, M. H., et al. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e37980 · Cited by 105
Liu, Z., & Wang, L. (2020) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2020.3028123 · Cited by 81
Cyber Attacks on Power System Automation and Protection and Impact Analysis
Rajkumar, V. S., Tealane, M., Stefanov, A. I., Presekal, A., & Pálenský, P. (2020) · IEEE PES Innovative Smart Grid Technologies Europe · doi:10.1109/isgt-europe47291.2020.9248840 · Cited by 77
A Learning-Based Framework for Detecting Cyber-Attacks Against Line Current Differential Relays
Ameli, A., Ayad, A., El-Saadany, E. F., Salama, M. M. A., & Youssef, A. (2020) · IEEE Transactions on Power Delivery · doi:10.1109/tpwrd.2020.3017433 · Cited by 73
Smart grid security: Attacks and defence techniques
Kim, Y., Hakak, S., & Ghorbani, A. A. (2022) · IET Smart Grid · doi:10.1049/stg2.12090 · Cited by 72
Sverko, M., Grbac, T. G., & Mikuc, M. (2022) · IEEE Access · doi:10.1109/access.2022.3211288 · Cited by 71
“In addition, the 2015 Black energy cyber attack on the Ukrainian power grid [171] exposed the weakness of critical infrastructure and raised questions about the security of other power grids around the world.”
BackgroundAlvarez‐Alvarado, M. S., Apolo-Tinoco, C., Ramirez-Prado, M. J., Alban-Chacón, F. E., Pico, N., Aviles-Cedeno, J., Recalde, A. A., Moncayo-Rea, F., Velásquez, W., & Rengifo, J. (2024) · Computers & Electrical Engineering · doi:10.1016/j.compeleceng.2024.109149 · Cited by 71
Cyber-physical attack and the future energy systems: A review
Diaba, S. Y., Shafie‐khah, M., & Elmusrati, M. S. (2024) · Energy Reports · doi:10.1016/j.egyr.2024.08.060 · Cited by 77
An Intrusion Detection Method for Line Current Differential Relays
Ameli, A., Hooshyar, A., El-Saadany, E. F., & Youssef, A. (2019) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2019.2916331 · Cited by 66
D4I - Digital forensics framework for reviewing and investigating cyber attacks
Dimitriadis, A., Ivezic, N., Kulvatunyou, B., & Mavridis, I. K. (2019) · Array · doi:10.1016/j.array.2019.100015 · Cited by 58
Presekal, A., Stefanov, A. I., Semertzis, I., & Pálenský, P. (2024) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2024.3474039 · Cited by 56
Analysis of cyber-attacks in IoT-based critical infrastructures
Daş, R., & Gündüz, M. Z. (2020) · DergiPark (Istanbul University) · Cited by 52
Defense Strategy Against Load Redistribution Attacks on Power Systems Considering Insider Threats
Liu, Z., & Wang, L. (2020) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2020.3023426 · Cited by 50
Quantitative Risk Assessment of Cyber Attacks on Cyber-Physical Systems using Attack Graphs
Semertzis, I., Rajkumar, V. S., Stefanov, A. I., Fransen, F., & Pálenský, P. (2022) · Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES) · doi:10.1109/mscpes55116.2022.9770140 · Cited by 49
A Robust Strategy for Leveraging Soft Open Points to Mitigate Load Altering Attacks
Liu, Z., & Wang, L. (2021) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2021.3134176 · Cited by 47
Abbasi, A., Holz, T., Zambon, E., & Etalle, S. (2017) · Annual Computer Security Applications Conference · doi:10.1145/3134600.3134618 · Cited by 47
Cyber Attacks on Protective Relays in Digital Substations and Impact Analysis
Rajkumar, V. S., Tealane, M., Stefanov, A. I., & Pálenský, P. (2020) · Workshop on Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES) · doi:10.1109/mscpes49613.2020.9133698 · Cited by 47
Intrusion detection in smart grids using artificial intelligence-based ensemble modelling
Alsirhani, A., Tariq, N., Humayun, M., Alwakid, G. N., & Sanaullah, H. (2025) · Cluster Computing · doi:10.1007/s10586-024-04964-9 · Cited by 45
An Intrusion Detection Method for Line Current Differential Relays in Medium-Voltage DC Microgrids
Ameli, A., Saleh, K. A., Kirakosyan, A., El-Saadany, E. F., & Salama, M. M. A. (2020) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2020.2991892 · Cited by 42
Khubrani, M. M., & Alam, S. (2023) · Energies · doi:10.3390/en16165963 · Cited by 41
Żebrowski, P., Couce‐Vieira, A., & Mancuso, A. (2022) · Risk Analysis · doi:10.1111/risa.13900 · Cited by 39
Liu, Z., & Wang, L. (2021) · IEEE Transactions on Information Forensics and Security · doi:10.1109/tifs.2021.3065504 · Cited by 38
Zahid, S., Mazhar, M. S., Abbas, S. G., Hanif, Z., Hina, S., & Shah, G. A. (2023) · Internet of Things · doi:10.1016/j.iot.2023.100766 · Cited by 38
Liu, Z., & Wang, L. (2022) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2022.3222309 · Cited by 37
Topping, C., Dwyer, A. C., Michalec, O., Craggs, B., & Rashid, A. (2021) · Computers & Security · doi:10.1016/j.cose.2021.102324 · Cited by 37
A practical physical watermarking approach to detect replay attacks in a CPS
Ahmed, C. M., Palleti, V. R., & Mishra, V. K. (2022) · Journal of Process Control · doi:10.1016/j.jprocont.2022.06.002 · Cited by 37
Abdelrahman, M. S., Kharchouf, I., Nguyen, T. L., & Mohammed, O. A. (2023) · Energies · doi:10.3390/en16237771 · Cited by 36
How vulnerable is innovation-based remote state estimation: Fundamental limits under linear attacks
Liu, H., Ni, Y., Xie, L., & Johansson, K. H. (2021) · Automatica · doi:10.1016/j.automatica.2021.110079 · Cited by 35
Power System Stability Analysis From Cyber Attacks Perspective
Semertzis, I., Stefanov, A. I., Presekal, A., Kruimer, B., Rueda, J. L., & Pálenský, P. (2024) · IEEE Access · doi:10.1109/access.2024.3443061 · Cited by 35
Liu, Z., & Wang, L. (2022) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2022.3147421 · Cited by 35
Detection of Cyber Attacks in Grid-Tied PV Systems Using Dynamic Watermarking
Ibrahim, H., Kim, J., Ramos-Ruiz, J. A., Ko, W.-H., Huang, T., Enjeti, P. N., Kumar, P. R., & Xie, L. (2023) · IEEE Transactions on Industry Applications · doi:10.1109/tia.2023.3321588 · Cited by 34
Adversarial sample attacks and defenses based on LSTM-ED in industrial control systems
Liu, Y., Xu, L., Yang, S., Zhao, D., & Li, X. (2024) · Computers & Security · doi:10.1016/j.cose.2024.103750 · Cited by 34
Naderi, E., & Asrari, . (2023) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2023.3272625 · Cited by 34
Elliptic Curve Cryptography Considerations for Securing Automation and SCADA Systems
Tidrea, A., Korodi, A., & Silea, I. (2023) · Sensors · doi:10.3390/s23052686 · Cited by 37
EMERGING TRENDS IN CYBERSECURITY FOR CRITICAL INFRASTRUCTURE PROTECTION: A COMPREHENSIVE REVIEW
Daniel, S. A., & Victor, S. S. (2024) · Computer Science & IT Research Journal · doi:10.51594/csitrj.v5i3.872 · Cited by 32
Cyber–physical attacks on power distribution systems
Ayad, A., Farag, H. E. Z., Youssef, A., & El-Saadany, E. F. (2020) · IET Cyber-Physical Systems Theory & Applications · doi:10.1049/iet-cps.2019.0032 · Cited by 30
An Actuarial Framework for Power System Reliability Considering Cybersecurity Threats
Liu, Z., Wei, W., Wang, L., Ten, C., & Rho, Y. (2020) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2020.3018701 · Cited by 29
Resilient Protection of Medium Voltage DC Microgrids Against Cyber Intrusion
Nougain, V., Mishra, S., & Jena, S. S. (2021) · IEEE Transactions on Power Delivery · doi:10.1109/tpwrd.2021.3074879 · Cited by 29
Toward Detecting Cyberattacks Targeting Modern Power Grids: A Deep Learning Framework
Naderi, E., & Asrari, . (2022) · IEEE World AI IoT Congress (AIIoT) · doi:10.1109/aiiot54504.2022.9817309 · Cited by 29
Secure integration of 5G in industrial networks: State of the art, challenges and opportunities
Michaelides, S., Lenz, S., Vogt, T., & Henze, M. (2024) · Future Generation Computer Systems · doi:10.1016/j.future.2024.107645 · Cited by 28
Analysis and Evaluation of Cyber-attack Impact on Critical Power System Infrastructure
Singh, N. K., & Mahajan, V. (2020) · Smart Science · doi:10.1080/23080477.2020.1861502 · Cited by 28
Ali, M., Suchismita, M., Ali, S. S., & Choi, B. J. (2025) · Energies · doi:10.3390/en18102515 · Cited by 26
Abusive adversarial agents and attack strategies in cyber‐physical systems
Gaur, V. S., Sharma, V., & McAllister, J. (2023) · CAAI Transactions on Intelligence Technology · doi:10.1049/cit2.12171 · Cited by 26
Addressing insider attacks via forensic-ready risk management
Daubner, L., Macák, M., Matulevičius, R., Bühnová, B., Maksović, S., & Pitner, T. (2023) · Journal of Information Security and Applications · doi:10.1016/j.jisa.2023.103433 · Cited by 24
Fitwi, A., Chen, Y., & Zhou, N. (2019) · Signal processing, sensor fusion, and target recognition. Conference · doi:10.1117/12.2519006 · Cited by 24
Lu, Q., Li, J., Peng, Z., Wu, L., Ni, M., & Luo, J. (2024) · Computer Networks · doi:10.1016/j.comnet.2024.110776 · Cited by 23
Jôrgensen, B. N., & Ma, Z. G. (2026) · Applied Sciences · doi:10.3390/app16020981 · Cited by 29
Majchrzak, D., Michalski, K., & Reginia-Zacharski, J. (2021) · Energies · doi:10.3390/en14248286 · Cited by 23
Model-Based Cybersecurity Analysis
Jiang, Y., Jeusfeld, M. A., Ding, J., & Sandahl, E. (2023) · Business & Information Systems Engineering · doi:10.1007/s12599-023-00811-0 · Cited by 23
Active Detection Against Replay Attack: A Survey on Watermark Design for Cyber-Physical Systems
Liu, H., Mo, Y., & Johansson, K. H. (2021) · Lecture notes in control and information sciences · doi:10.1007/978-3-030-65048-3_8 · Cited by 22
Simulation of multi-stage attack and defense mechanisms in smart grids
Sen, Ö., Ivanov, B., Kloos, C., Zöll, C., Lutat, P., Henze, M., Ulbig, A., & Andres, M. (2024) · International Journal of Critical Infrastructure Protection · doi:10.1016/j.ijcip.2024.100727 · Cited by 21
Comprehensively Analyzing the Impact of Cyberattacks on Power Grids
Bader, L., Serror, M., Lamberts, O., Sen, Ö., van der Velde, D., Hacker, I., Filter, J., Padilla, E., & Henze, M. (2023) · IEEE European Symposium on Security and Privacy · doi:10.1109/eurosp57164.2023.00066 · Cited by 21
Appraisal of a Ship’s Cybersecurity efficiency: the case of piracy
Karahalios, H. (2020) · Journal of Transportation Security · doi:10.1007/s12198-020-00223-1 · Cited by 21
A Review of Power System False Data Attack Detection Technology Based on Big Data
Chang, Z., Wu, J., Liang, H., Wang, Y., Wang, Y., & Xiong, X. (2024) · Information · doi:10.3390/info15080439 · Cited by 23
Advanced Persistent Threat Kill Chain for Cyber-Physical Power Systems
Presekal, A., Stefanov, A. I., Rajkumar, V. S., Semertzis, I., & Pálenský, P. (2024) · IEEE Access · doi:10.1109/access.2024.3507386 · Cited by 22
A Taxonomy and Lessons Learned From Blockchain Adoption Within the Internet of Energy Paradigm
Akkaoui, R., Stefanov, A. I., Pálenský, P., & Epema, D. H. J. (2022) · IEEE Access · doi:10.1109/access.2022.3212148 · Cited by 21
Yadav, R. K., & Pradhan, A. K. (2020) · IEEE Systems Journal · doi:10.1109/jsyst.2020.3012937 · Cited by 18
Enhancing Microgrid Resiliency Against Cyber Vulnerabilities
Venkataramanan, V., Srivastava, A. K., Hahn, A., & Zonouz, S. (2018) · IEEE Industry Applications Society Annual Meeting (IAS) · doi:10.1109/ias.2018.8544667 · Cited by 17
An Extreme Value Theory-Based Catastrophe Bond Design for Cyber Risk Management of Power Systems
Liu, Z., Wei, W., & Wang, L. (2021) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2021.3131468 · Cited by 16
Erdődi, L., Kaliyar, P., Houmb, S. H., Akbarzadeh, A., & Waltoft-Olsen, A. J. (2022) · International Conference on Availability, Reliability and Security (ARES) · doi:10.1145/3538969.3544475 · Cited by 16
Wan, Y., & Cao, J. (2023) · Sensors · doi:10.3390/s23084013 · Cited by 15
Digital Twinning in Smart Grid Networks: Interplay, Resource Allocation and Use Cases
Othman, A., Kaddoum, G., Evangelista, J. V. C., Au, M., & Agba, B. L. (2023) · IEEE Communications Magazine · doi:10.1109/mcom.001.2200823 · Cited by 15
Resilient, Auditable, and Secure IoT-Enabled Smart Inverter Firmware Amendments With Blockchain
Akkaoui, R., Stefanov, A. I., Pálenský, P., & Epema, D. H. J. (2023) · IEEE Internet of Things Journal · doi:10.1109/jiot.2023.3321954 · Cited by 15
Brantly, A. F., & Brantly, N. D. (2024) · Intelligence & National Security · doi:10.1080/02684527.2024.2321693 · Cited by 20
GLASS: A Graph Learning Approach for Software Defined Network Based Smart Grid DDoS Security
Nagaraj, K., Starke, A., & McNair, J. Y. (2021) · International Conference on Communications · doi:10.1109/icc42927.2021.9500999 · Cited by 14
Liu, J., Sha, Y. D., Zhang, W., Yan, Y. G., & Liu, X. (2024) · Sensors · doi:10.3390/s24186131 · Cited by 14
Eynawi, A., Mumrez, A., Elbez, G., & Hagenmeyer, V. (2024) · IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) · doi:10.1109/smartgridcomm60555.2024.10738031 · Cited by 14
Huang, S., Li, C., Li, Z., Xu, W., & Yang, L. H. (2020) · IEEE Access · doi:10.1109/access.2020.3005573 · Cited by 13
Papadopoulos, L., Demestichas, K. P., Munoz, E. M., Hernández-Montesinos, J. J., Paul, S., Museux, N., König, S., Schauer, S., Alarcón, A. C., Pérez-Llopis, I., et al. (2023) · International Journal of Critical Infrastructure Protection · doi:10.1016/j.ijcip.2023.100657 · Cited by 13
Du, H., Yan, J., Ghafouri, M., Zgheib, R., & Debbabi, M. (2024) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2024.3365416 · Cited by 13
Technological Innovation and Sustainable Transitions
Allam, Z., & Cheshmehzangi, A. (2024) · Springer eBooks · doi:10.1007/978-3-031-63642-4_3 · Cited by 14
Network Intrusion Detection for Modern Smart Grids Based on Adaptive Online Incremental Learning
Lu, Q., An, K., Li, J., & Wang, J. (2025) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2025.3535949 · Cited by 13
Anomaly detection for ICS based on deep learning: a use case for aeronautical radar data
de Riberolles, T., Zou, Y., Silvestre, G., Lochin, E., & Song, J. (2022) · Annals of Telecommunications · doi:10.1007/s12243-021-00902-7 · Cited by 15
Vulnerabilities of Line Current Differential Relays to Cyber-Attacks
Ameli, A., Kirakosyan, A., Saleh, K. A., & El-Saadany, E. F. (2019) · IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT) · doi:10.1109/isgt.2019.8791564 · Cited by 12
Indirect Coordinated Attack Against Relay via Load-Side Power Electronics and Its Defense Strategy
Wang, L., Zhang, K., Bi, W., Wang, Y., Li, Y., & Mao, W. (2023) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2023.3330307 · Cited by 11
Aoun, A., Kashmar, N., Adda, M., & Ibrahim, H. (2024) · Electronics · doi:10.3390/electronics13183683 · Cited by 11
Zhang, J., Tu, H., Xia, Y., Yang, X., & Zhu, Y. (2025) · Reliability Engineering & System Safety · doi:10.1016/j.ress.2025.111417 · Cited by 11
Cyber Security of HVDC Systems: A Review of Cyber Threats, Defense, and Testbeds
Presekal, A., Jorjani, M., Rajkumar, V. S., Goyel, H., Cibin, N., Semertzis, I., Stefanov, A. I., & Pálenský, P. (2024) · IEEE Access · doi:10.1109/access.2024.3490605 · Cited by 10
Alrumaih, T. N. I., & Alenazi, M. J. F. (2025) · Alexandria Engineering Journal · doi:10.1016/j.aej.2025.02.042 · Cited by 11
Behdadnia, T., Thoelen, K., & Deconinck, G. (2025) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2025.3567109 · Cited by 10
Mitikiri, S. B., Babu, K. V. S. M., Dwivedi, D., Srinivas, V. L., Chakraborty, P., Yemula, P. K., & Pal, M. (2025) · Sustainable Energy Technologies and Assessments · doi:10.1016/j.seta.2025.104435 · Cited by 10
An Optimal Linear Attack Strategy on Remote State Estimation
Liu, H., Ni, Y., Xie, L., & Johansson, K. H. (2020) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2020.12.1719 · Cited by 10
Yang, Y., Liu, C., Xiong, L., Tang, Y. S., & Qian, F. (2024) · IEEE Internet of Things Journal · doi:10.1109/jiot.2024.3436520 · Cited by 9
Liang, J., Dong, Z., Tian, M., & Li, J. (2025) · Expert Systems with Applications · doi:10.1016/j.eswa.2025.127035 · Cited by 9
Cyber Forensic Analysis for Operational Technology Using Graph-Based Deep Learning
Presekal, A., Stefanov, A. I., Rajkumar, V. S., & Pálenský, P. (2023) · IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) · doi:10.1109/smartgridcomm57358.2023.10333922 · Cited by 9
Vaagensmith, B. C., Singh, V. K., Ivans, R. C., Marino, D. L., Wickramasinghe, C. S., Lehmer, J. P., Phillips, T., Rieger, C. G., & Manic, M. (2021) · Energies · doi:10.3390/en14051409 · Cited by 9
HESTIA: Adversarial Modeling and Risk Assessment for CPCS
Jillepalli, A. A., de Leon, D. C., Ashrafuzzaman, M., Chakhchoukh, Y., Johnson, B. K., Sheldon, F. T., Alves-Foss, J., Tošić, P. T., & Haney, M. (2018) · International Wireless Communications and Mobile Computing Conference (IWCMC) · doi:10.1109/iwcmc.2018.8450297 · Cited by 8
Metadata
- Authors
- Whitehead, D. E., Owens, K., Gammel, D., & Smith, J.
- Affiliations
- Schweitzer Engineering Laboratories (United States) (US)
- Venue
- 2017 70th Annual Conference for Protective Relay Engineers (CPRE)
- Publisher
- IEEE
- Published
- 2017-04
- Pages
- 1-8
- OpenAlex
- W2766130346
- Cited by
- 272
- References
- 5
- Citations by year
- 2026: 43 · 2025: 39 · 2024: 53 · 2023: 45 · 2022: 28 · 2021: 23 · 2020: 23 · 2019: 10 · 2018: 6 · 2017: 2
- FWCI
- 17.13
- Type
- conference paper
- Language
- en
- Open access
- closed
- Locations
- Conference for Protective Relay Engineers (publishedVersion)
- Topics
- Physical Sciences › Engineering › Control and Systems Engineering › Smart Grid Security and Resilience
- Social Sciences › Political Science and International Relations › Cybersecurity and Cyber Warfare Studies
- Physical Sciences › Computer Science › Information Systems › Information and Cyber Security
- Keywords
- power outages, control system security, whitelisting, network design, attack mitigation, critical infrastructure protection
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review