A survey on intrusion detection and prevention systems in digital substations
Smart Grids integrate the traditional power grid with information processing and
communication technologies. In particular, substation intelligent devices can now …
communication technologies. In particular, substation intelligent devices can now …
Hybrid statistical-machine learning for real-time anomaly detection in industrial cyber–physical systems
W Hao, T Yang, Q Yang - IEEE Transactions on Automation …, 2021 - ieeexplore.ieee.org
Critical industrial infrastructures are currently facing increasing cyberspace threats in their
underlying information and communication systems. The advanced monitoring, control, and …
underlying information and communication systems. The advanced monitoring, control, and …
Cloud-edge coordinated traffic anomaly detection for industrial cyber-physical systems
T Yang, W Hao, Q Yang, W Wang - Expert Systems with Applications, 2023 - Elsevier
Industrial cyber-physical systems (ICPSs) are facing increasing cyber threats that can cause
catastrophes in the physical systems. Efficient network traffic anomaly detection is essential …
catastrophes in the physical systems. Efficient network traffic anomaly detection is essential …
WPD-ResNeSt: Substation station level network anomaly traffic detection based on deep transfer learning
T Yang, Y Hou, Y Liu, F Zhai… - CSEE Journal of Power …, 2021 - ieeexplore.ieee.org
With the advancement of new infrastructure, the digitalization of the substation
communication network has rapidly increased, and its information security risks have …
communication network has rapidly increased, and its information security risks have …
Ereno: A framework for generating realistic iec–61850 intrusion detection datasets for smart grids
SE Quincozes, C Albuquerque… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Connected and digital electricity substations based on IEC–61850 standards enable novel
applications. On the other hand, such connectivity also creates an extended attack surface …
applications. On the other hand, such connectivity also creates an extended attack surface …
Ed4gap: Efficient detection for goose-based poisoning attacks on iec 61850 substations
Devices in IEC 61850 substations use the generic object-oriented substation events
(GOOSE) protocol to exchange protection-related events. Because of its lack of …
(GOOSE) protocol to exchange protection-related events. Because of its lack of …
Multi-scale traffic aware cybersecurity situational awareness online model for intelligent power substation communication network
Substation communication network (SCN) provides real-time, high-speed, and reliable data
transmissions for the advanced monitoring and control functionalities, which are facing …
transmissions for the advanced monitoring and control functionalities, which are facing …
Industrial cyber–physical system defense resource allocation using distributed anomaly detection
W Hao, P Yao, T Yang, Q Yang - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
An industrial cyber–physical system (ICPS) tightly integrating both physical processes and
information and communication technologies (ICTs) leads to increasing cyberspace threats …
information and communication technologies (ICTs) leads to increasing cyberspace threats …
基于差分序列方差与CPS 融合的数字变电站数据异常检测方法
李远松， 高博， 须琳， 丁津津， 汤汉松… - 电网与清洁能源, 2021 - epjournal.csee.org.cn
针对传统基于简单阈值的异常检测方法已无法适用于数字变电站过程层网络中可能出现的设备
物理故障和恶意入侵导致的数据异常的问题, 提出了一种基于差分序列方差(difference …
物理故障和恶意入侵导致的数据异常的问题, 提出了一种基于差分序列方差(difference …
Research on fault location of process-level communication networks in smart substation based on deep neural networks
B Ren, J Li, Y Zheng, X Chen, Y Zhao, H Zhang… - IEEE …, 2020 - ieeexplore.ieee.org
With the continuous improvement of substation automation, the number of communication
equipment has risen sharply, the network topology is more complicated, and the problem of …
equipment has risen sharply, the network topology is more complicated, and the problem of …