张镇勇｜贵州大学｜学者主页

2026

Self-Supervised Spatio-Temporal Contrastive Learning for FDIA Detection in the Smart Grid

Xiaohan Huang, Zhenyong Zhang

IEEE/CAA Journal of Automatica Sinica

DOI

2026

Physics-Constrained Adversarial Attack Generation and Active Defense for the Hybrid Deep Reinforcement Learning-Based Load Frequency Control

Zhenyong Zhang, Wei Wang, Mufeng Wang, Haiming Wang, Jichao Bi, Guowen Xu

ACM Transactions on Autonomous and Adaptive Systems

DOI

2026

Privacy-Preserving Transformer Inference with Optimized Homomorphic Encryption and Secure Collaborative Computing

Tao Bai, Yang Tang, Kuan Shao, Zhenyong Zhang, Yuan-Teng Liu

Computers, Materials & Continua

DOI

2026

A Privacy-Preserving Convolutional Neural Network Inference Framework for AIoT Applications

Hao-Ran Wang, Shuhong Yang, Kuan Shao, Tao Xiao, Zhenyong Zhang

Comput. Mater. Continua

DOI

2026

FedE: Protecting Training Data of Federated Learning Based on Multi-Precision Functional Encryption

Weijia Liu, Junwen Deng, Hao Li, Zhenyong Zhang

Computers, Materials & Continua

DOI

2026

An Automated Semantic Analysis Framework for Controller Variables Based on Network Traffic

Jie Meng, Zeyu Yang, Zhenyong Zhang, Yangyang Geng, Ruilong Deng, Peng Cheng, Jiming Chen, Jianying Zhou

IEEE Transactions on Dependable and Secure Computing

DOI

2026

Robustness Evaluation of Tree Ensemble-Based Applications With Nonlinear Physical Constraints in Cyber--Physical Systems

Ying He, Rui Ye, Zhenyong Zhang

IEEE Internet of Things Journal

DOI

2026

Stackelberg Game-Based Mitigation of Oscillation Attacks on Wide-area Load Frequency Control Using Battery Energy Storage Systems

Zhenyong Zhang, Ying He, Rui Ye

IEEE Internet of Things Journal

DOI

2026

EVEsecCOM: A Safety and Security Protection Approach for the Emergency Electricity Supply with Electric Vehicles

Kun Yan, Zhenyong Zhang, Linkang Du, Yuling Chen, Huan Zhou

IEEE Transactions on Smart Grid

DOI

2026

A Privacy-Preserving Quadratic Optimisation with Additive Homomorphic Encryption in Cyber-Physical Systems

Ying He, Yang Pu, Rui Ye, Zhenyong Zhang

Mathematics

DOI

2026

Topology Robustness of State Estimation Against False Data Injection and Network Parameter Attacks on Power Monitoring and Control Systems

Yunhao Yu, Yu Wang, Fuhua Luo, Meiling Dicha, Song Li, Zhenyong Zhang

Electronics

DOI

2026

Machine Learning‐Based Applications for Cyberattack and Defense in Smart Energy Systems

Sha Peng, Mengxiang Liu, Zhenyong Zhang, Ruilong Deng

DOI

2026

A dynamic weighted deep-broad learning architecture for wind power interval prediction

Xuguo Jiao, Daoyuan Zhang, Zhenyong Zhang, Weiwei Cao, Hongpeng Yin, Simon X. Yang

Journal of Automation and Intelligence

DOI

2026

Agentic GenAI-Enabled Resource Allocation for Low-Altitude Embodied Intelligence

Dongjie Wu, Jiangtian Nie, Yang Zhang, Jianhang Tang, Kebing Jin, Zhenyong Zhang, Yixiong Feng

IEEE Transactions on Cognitive Communications and Networking

DOI

2026

PrivNN: Efficient Privacy-preserving Neural Network Inference Using Flexible Ciphertext Packing

Haoli Chen, Zhenyong Zhang, Chun Guo, Mengxiang Liu, Chen He, Xiaopeng Wang, Shaoxun Deng

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2026

Physical Watermarking with Series Capacitor Compensator for Defending Against the Subsynchronous Oscillation Attack

Xuhui Li, Kun Yan, Zhenyong Zhang, Ruilong Deng

IEEE Transactions on Power Electronics

DOI

2025

面向负载频率控制场景下深度强化学习比例—积分—微分控制器的黑盒对抗攻击（英文）

王威，张镇勇，王鑫，焦绪国

Frontiers of Information Technology & Electronic Engineering

2025

太空系统网络安全发展的若干思考

张镇勇，邓瑞龙，李颂，程鹏

《今日科苑》

2025

基于GPU的电力系统状态估计:一种高效–安全–精确的智能方法

王禀东，张镇勇，汪慕峰，杨帅锋，李俊，程鹏

《中国科学:信息科学》

2025

Detecting and Mitigating Cyberattacks on Load Frequency Control with Battery Energy Storage System

Yunhao Yu, Fuhua Luo, Zhenyong Zhang

Computers, Materials & Continua

DOI

2025

MMH-FE: A Multi-Precision and Multi-Sourced Heterogeneous Privacy-Preserving Neural Network Training Based on Functional Encryption

Hao Li, Kuan Shao, Xin Wang, Mufeng Wang, Zhenyong Zhang

Comput. Mater. Continua

DOI

2025

A Cyberattack to Cause Sub-synchronous Oscillation Target the Series Capacitor Compensator

Guangjian Chen, Zhenyong Zhang, Mufeng Wang, Xu-Guo Jiao, Meng-Xiang Liu, Rui-Long Deng

Youth Academic Annual Conference of Chinese Association of Automation

DOI

2025

FedCLD: A Federated Contrastive Learning Approach for Detecting Stealthy Attacks on Smart Grid With Unlabeled Data

Xiaohan Huang, Zhenyong Zhang, Zhibo Yang, Chao Ren, David K. Y. Yau, Ruilong Deng

IEEE Internet of Things Journal

DOI

2025

FDTA: A Value-Guaranteed Fair Data Trading Approach With a Three-Stage Stackelberg Game

Junyan Zhu, Zhenyong Zhang, Bingdong Wang, Kuan Shao, Zheqiu Hetu, Xin Wang

IEEE Internet of Things Journal

DOI

2025

Small-Signal-Stability-Guaranteed Moving Target Defense Against Load Redistribution Attack on IoT-Based Smart Grid

Bingdong Wang, Zhenyong Zhang, Mufeng Wang, Mengxiang Liu, Rui Ye, Ruilong Deng, Xin Zhang

IEEE Internet of Things Journal

DOI

2025

SSTAF: Security Settings-Based Threat Assessment Framework of Programmable Logic Controllers

Jie Meng, Zhenyong Zhang, Hengye Zhu, Zeyu Yang, Ruilong Deng, Peng Cheng, Jianying Zhou

IEEE Transactions on Information Forensics and Security

DOI

2025

Disguised Attack in the Metaverse: A New Threat to Avatar-Based Identity Security

Chen Zhang, Zhenyong Zhang, Cong Wang, Ruilong Deng

IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)

DOI

2025

Black-box adversarial attacks on deep reinforcement learning-based proportional–integral–derivative controllers for load frequency control

Wei Wang, Zhenyong Zhang, Xin Wang, Xuguo Jiao

Frontiers of Information Technology & Electronic Engineering

DOI

2025

Mitigating Dynamic Load-Altering Attacks on Grid Frequency with the Proportional–Integral Control Strategy

Yunhao Yu, Meiling Dizha, Zhenyong Zhang

Electronics

DOI

2025

Poisoning Attack on Federated Learning with Non-IID Data: A Historical-Global-Model-Based Approach

Yaqi Sun, Xin Wang, Zhenyong Zhang, Yang Ming, Yunpeng He, Xiaoming Wu

Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

DOI

2025

Resilience Enhancement for Power System State Estimation Against FDIAs with Moving Target Defense

Zeyuan Zhou, Jichao Bi, Zhenyong Zhang

Electronics

DOI

2025

GPU-based power system state estimation: a fast-secure-accurate intelligent approach

Bingdong Wang, Zhenyong Zhang, Mufeng Wang, Shuaifeng Yang, Jun LI, Peng Cheng

Scientia Sinica Informationis

DOI

2025

Improve the Physics-Constrained Robustness for Tree Ensemble-Based Applications in Power Systems

Zhenyong Zhang, Zhibo Yang, Xiaohan Huang

Elsevier eBooks

DOI

2025

CASI: Context-aware Automatic Semantic Inference by fusing video and network traffic information in industrial control systems

Zheqiu Hetu, Zhenyong Zhang, Mufeng Wang, Zidong Xv, Jie Meng

Information Fusion

DOI

2025

PLC-MDT: A Framework for Detecting Anomalies With Digital Twins of Industrial Control Systems

Zidong Xu, Zhenyong Zhang, Hetu Zheqiu

IEEE Sensors Journal

DOI

2025

A Hybrid Deep and Broad Learning Architecture for Wind Power Forecasting Based on Spatial–Temporal Feature Selection

Xuguo Jiao, Daoyuan Zhang, Zhenyong Zhang, Ruchang Yin, Lin Wang, Changjiang Zhu, Fangzheng Nie

IEEE Transactions on Instrumentation and Measurement

DOI

2025

DH-LDA: A Deeply Hidden Load Data Attack on Electricity Market of Smart Grid

Yunhao Yu, Meiling Dizha, Boda Zhang, Ruibin Wen, Fuhua Luo, Xiang Jiang Guo, Junjie Song, Bingdong Wang, Zhenyong Zhang

Computers, materials & continua/Computers, materials & continua (Print)

DOI

2025

Reverse engineering of industrial control protocol: A survey

Yuheng Wu, Zhenyong Zhang, Zheqiu Hetu, Xinyu Cheng, Peng Cheng

Security and Safety

DOI

2024

2023年工业控制系统安全热点回眸

程鹏，张镇勇，车欣，陈积明

《科技导报》

2024

面向电力系统多重扰动的鲁棒动态状态估计方法

陈光佳，张镇勇，焦绪国，宋俊杰，万良

《控制工程》

2024

基于电力云边协同的非侵入式Modbus TCP协议安全增强方法

何涂哲秋，徐子东，车欣，张镇勇

《中国电力》

2024

基于不平衡高维数据特征重要性的电力系统异常检测方法

徐子东，张镇勇

《控制工程》

2024

SeP2CNN: A Simple and Efficient Privacy-Preserving CNN for AIoT Applications

Tao Xiao, Zhenyong Zhang, Kuan Shao, Hao Li

2024 International Conference on Artificial Intelligence of Things and Systems (AIoTSys)

DOI

2024

A Traceable Continuous Authentication Scheme for Avatars in Large-Scale Commercial Activities

Kedi Yang, Zhenyong Zhang, Youliang Tian, Jianfeng Ma

IEEE Internet of Things Journal

DOI

2024

Transferability-Oriented Adversarial Robust Security-Constrained Optimal Power Flow

Ke Zuo, Mingyang Sun, Zhenyong Zhang, Peng Cheng, Goran Štrbac, Chongqing Kang

IEEE Transactions on Smart Grid

DOI

2024

Enhancing Cyber-Resiliency of DER-Based Smart Grid: A Survey

Mengxiang Liu, Fei Teng, Zhenyong Zhang, Pudong Ge, Mingyang Sun, Ruilong Deng, Peng Cheng, Jiming Chen

IEEE Transactions on Smart Grid

DOI

2024

Vulnerability of Machine Learning Approaches Applied in IoT-Based Smart Grid: A Review

Zhenyong Zhang, Mengxiang Liu, Mingyang Sun, Ruilong Deng, Peng Cheng, Dusit Tao Niyato, Mo–Yuen Chow, Jiming Chen

IEEE Internet of Things Journal

DOI

2024

An Anti-Disguise Authentication System Using the First Impression of Avatar in Metaverse

Zhenyong Zhang, Kedi Yang, Youliang Tian, Jianfeng Ma

IEEE Transactions on Information Forensics and Security

DOI

2024

Traceable AI-driven Avatars Using Multi-factors of Physical World and Metaverse

Kedi Yang, Zhenyong Zhang, Youliang Tian

IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)

DOI

2024

Variational Quantum Circuit and Quantum Key Distribution-Based Quantum Federated Learning: A Case of Smart Grid Dynamic Security Assessment

Chao Ren, Minrui Xu, Han Yu, Zehui Xiong, Zhenyong Zhang, Dusit Tao Niyato

International Conference on Communications

DOI

2024

Data-Driven Active Power Dispatch for Wind Farms

Xuguo Jiao, Daoyuan Zhang, Xin Wang, Zhaoxing Ma, Zhenyong Zhang, Wenfeng Liu

IEEE Data Driven Control and Learning Systems Conference (DDCLS)

DOI

2024

Anti-Windup Pitch Angle Control for Wind Turbines Based on Bounded Uncertainty and Disturbance Estimator

Xuguo Jiao, Wang Guo-zhong, Xin Wang, Zhenyong Zhang, Yanbing Tian, Xiwen Fan

Journal of Marine Science and Engineering

DOI

2024

Physics-Constrained Robustness Enhancement for Tree Ensembles Applied in Smart Grid

Zhibo Yang, Xiaohan Huang, Bingdong Wang, Bin Hu, Zhenyong Zhang

Computers, materials & continua/Computers, materials & continua (Print)

DOI

2023

Letter Detecting the One-Shot Dummy Attack on the Power Industrial Control Processes With an Unsupervised Data-Driven Approach

Zhenyong Zhang, Yan Qin, Jingpei Wang, Hui Li, Ruilong Deng

IEEE/CAA Journal of Automatica Sinica

DOI

2023

CoRE: Constrained Robustness Evaluation of Machine Learning-Based Stability Assessment for Power Systems

Zhenyong Zhang, David K. Y. Yau

IEEE/CAA Journal of Automatica Sinica

DOI

2023

Impact Analysis of MTD on the Frequency Stability in Smart Grid

Zhenyong Zhang, Ruilong Deng

IEEE/CAA Journal of Automatica Sinica

DOI

2023

Limitation of Reactance Perturbation Strategy Against False Data Injection Attacks on IoT-Based Smart Grid

Zhenyong Zhang, Bingdong Wang, Mengxiang Liu, Yan Qin, Jingpei Wang, Youliang Tian, Jianfeng Ma

IEEE Internet of Things Journal

DOI

2023

Vulnerability of the Load Frequency Control Against the Network Parameter Attack

Zhenyong Zhang, Ruilong Deng, David K. Y. Yau

IEEE Transactions on Smart Grid

DOI

2023

Cybersecurity Analysis of Data-Driven Power System Stability Assessment

Zhenyong Zhang, Ke Zuo, Ruilong Deng, Fei Teng, Mingyang Sun

IEEE Internet of Things Journal

DOI

2023

Localizing False Data Injection Attacks in Smart Grid: A Spectrum-Based Neural Network Approach

Sha Peng, Zhenyong Zhang, Ruilong Deng, Peng Cheng

IEEE Transactions on Smart Grid

DOI

2023

A Secure Authentication Framework to Guarantee the Traceability of Avatars in Metaverse

Kedi Yang, Zhenyong Zhang, Youliang Tian, Jianfeng Ma

IEEE Transactions on Information Forensics and Security

DOI

2023

SePanner: Analyzing Semantics of Controller Variables in Industrial Control Systems based on Network Traffic

Jie Meng, Zeyu Yang, Zhenyong Zhang, Yangyang Geng, Ruilong Deng, Peng Cheng, Jiming Chen, Jianying Zhou

Annual Computer Security Applications Conference

DOI

2023

Data security of machine learning applied in low-carbon smart grid: A formal model for the physics-constrained robustness

Zhenyong Zhang, Zhibo Yang, David K. Y. Yau, Youliang Tian, Jianfeng Ma

Applied Energy

DOI

2023

Periodic Event-Triggered MPC for Continuous-Time Nonlinear Systems With Bounded Disturbances

Mengzhi Wang, Peng Cheng, Zhenyong Zhang, Mufeng Wang, Jiming Chen

IEEE Transactions on Automatic Control

DOI

2023

Wind Speed Prediction Based on ARMA and SVR

Xuguo Jiao, Daoyuan Zhang, Qinmin Yang, Zhenyong Zhang, Wenfeng Liu

IEEE Data Driven Control and Learning Systems Conference (DDCLS)

DOI

2023

Impact Analysis of Moving Target Defense on the Small-Signal Stability in Power Systems

Bingdong Wang, Junjie Song, Liang Wan, Youliang Tian, Xin Wang, Zhenyong Zhang

IEEE International Conference on Industrial Cyber-Physical Systems (ICPS)

DOI

2022

机器学习在电力信息物理系统网络安全中的应用

彭莎，孙铭阳，张镇勇，邓瑞龙，程鹏

《电力系统自动化》

2022

水处理系统网络攻击的检测和定位：基于熵的方法（英文）

刘可，汪慕峰，麻荣宽，张镇勇，魏强

ENGINEERING Information Technology & Electronic Engineering

2022

SPMA: Stealthy Physics-Manipulated Attack and Countermeasures in Cyber-Physical Smart Grid

Zhenyong Zhang, Ruilong Deng, Youliang Tian, Peng Cheng, Jianfeng Ma

IEEE Transactions on Information Forensics and Security

DOI

2022

Toward a Trust Evaluation Framework Against Malicious Behaviors of Industrial IoT

Jingpei Wang, Mufeng Wang, Zhenyong Zhang, Hengye Zhu

IEEE Internet of Things Journal

DOI

2022

A Trust Management Method Against Abnormal Behavior of Industrial Control Networks Under Active Defense Architecture

Jingpei Wang, Zhenyong Zhang, Mufeng Wang

IEEE Transactions on Network and Service Management

DOI

2022

A Double-Benefit Moving Target Defense Against Cyber–Physical Attacks in Smart Grid

Zhenyong Zhang, Youliang Tian, Ruilong Deng, Jianfeng Ma

IEEE Internet of Things Journal

DOI

2022

Security Enhancement of Power System State Estimation With an Effective and Low-Cost Moving Target Defense

Zhenyong Zhang, Ruilong Deng, David K. Y. Yau, Peng Cheng, Mo–Yuen Chow

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2022

Physics-Constrained Vulnerability Assessment of Deep Reinforcement Learning-Based SCOPF

Lanting Zeng, Mingyang Sun, Xu Wan, Zhenyong Zhang, Ruilong Deng, Yan Hui Xu

IEEE Transactions on Power Systems

DOI

2022

An Improved Optimal Torque Control Based on Estimated Wind Speed for Wind Turbines

Xuguo Jiao, Xiaowen Zhou, Qinmin Yang, Zhenyong Zhang, Wenfeng Liu, Jingbo Zhao

Asian Control Conference (ASCC)

DOI

2022

Quadratic Optimization Using Additive Homomorphic Encryption in CPS

Zhenyong Zhang, Xin Che, Xuguo Jiao, Wanke Yu, Liang Wan

Asian Control Conference (ASCC)

DOI

2022

Experimental Validation of Encrypted Quadratic Optimization Implemented on Raspberry Pi

Ze Yang, Zhenyong Zhang, Youliang Tian

Asian Control Conference (ASCC)

DOI

2022

Physics-Constrained Robustness Evaluation of Intelligent Security Assessment for Power Systems

Zhenyong Zhang, Mingyang Sun, Ruilong Deng, Chongqing Kang, Mo–Yuen Chow

IEEE Transactions on Power Systems

DOI

2022

Explicit Analysis on Effectiveness and Hiddenness of Moving Target Defense in AC Power Systems

Mengxiang Liu, Chengcheng Zhao, Zhenyong Zhang, Ruilong Deng

IEEE Transactions on Power Systems

DOI

2021

Converter-Based Moving Target Defense Against Deception Attacks in DC Microgrids

Mengxiang Liu, Chengcheng Zhao, Zhenyong Zhang, Ruilong Deng, Peng Cheng, Jiming Chen

IEEE Transactions on Smart Grid

DOI

2021

On Feasibility of Coordinated Time-Delay and False Data Injection Attacks on Cyber–Physical Systems

Zhenyong Zhang, Ruilong Deng, Peng Cheng, Qiang Wei

IEEE Internet of Things Journal

DOI

2021

Analysis of Moving Target Defense in Unbalanced and Multiphase Distribution Systems Considering Voltage Stability

Mengxiang Liu, Chengcheng Zhao, Zhenyong Zhang, Ruilong Deng, Peng Cheng

IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)

DOI

2021

Strategic Protection Against FDI Attacks With Moving Target Defense in Power Grids

Zhenyong Zhang, Ruilong Deng, Peng Cheng, Mo–Yuen Chow

IEEE Transactions on Control of Network Systems

DOI

2020

智能电网中面向错误数据注入攻击的移动目标防御研究

张镇勇

《浙江大学》

精选作品

期刊论文

Self-Supervised Spatio-Temporal Contrastive Learning for FDIA Detection in the Smart Grid

Physics-Constrained Adversarial Attack Generation and Active Defense for the Hybrid Deep Reinforcement Learning-Based Load Frequency Control

Privacy-Preserving Transformer Inference with Optimized Homomorphic Encryption and Secure Collaborative Computing

A Privacy-Preserving Convolutional Neural Network Inference Framework for AIoT Applications

FedE: Protecting Training Data of Federated Learning Based on Multi-Precision Functional Encryption

An Automated Semantic Analysis Framework for Controller Variables Based on Network Traffic

Robustness Evaluation of Tree Ensemble-Based Applications With Nonlinear Physical Constraints in Cyber--Physical Systems

Stackelberg Game-Based Mitigation of Oscillation Attacks on Wide-area Load Frequency Control Using Battery Energy Storage Systems

EVEsecCOM: A Safety and Security Protection Approach for the Emergency Electricity Supply with Electric Vehicles

A Privacy-Preserving Quadratic Optimisation with Additive Homomorphic Encryption in Cyber-Physical Systems

Topology Robustness of State Estimation Against False Data Injection and Network Parameter Attacks on Power Monitoring and Control Systems

Machine Learning‐Based Applications for Cyberattack and Defense in Smart Energy Systems

A dynamic weighted deep-broad learning architecture for wind power interval prediction

Agentic GenAI-Enabled Resource Allocation for Low-Altitude Embodied Intelligence

PrivNN: Efficient Privacy-preserving Neural Network Inference Using Flexible Ciphertext Packing

Physical Watermarking with Series Capacitor Compensator for Defending Against the Subsynchronous Oscillation Attack

面向负载频率控制场景下深度强化学习比例—积分—微分控制器的黑盒对抗攻击（英文）

太空系统网络安全发展的若干思考

基于GPU的电力系统状态估计:一种高效–安全–精确的智能方法

Detecting and Mitigating Cyberattacks on Load Frequency Control with Battery Energy Storage System

MMH-FE: A Multi-Precision and Multi-Sourced Heterogeneous Privacy-Preserving Neural Network Training Based on Functional Encryption

A Cyberattack to Cause Sub-synchronous Oscillation Target the Series Capacitor Compensator

FedCLD: A Federated Contrastive Learning Approach for Detecting Stealthy Attacks on Smart Grid With Unlabeled Data

FDTA: A Value-Guaranteed Fair Data Trading Approach With a Three-Stage Stackelberg Game

Small-Signal-Stability-Guaranteed Moving Target Defense Against Load Redistribution Attack on IoT-Based Smart Grid

SSTAF: Security Settings-Based Threat Assessment Framework of Programmable Logic Controllers

Disguised Attack in the Metaverse: A New Threat to Avatar-Based Identity Security

Black-box adversarial attacks on deep reinforcement learning-based proportional–integral–derivative controllers for load frequency control

Mitigating Dynamic Load-Altering Attacks on Grid Frequency with the Proportional–Integral Control Strategy

Poisoning Attack on Federated Learning with Non-IID Data: A Historical-Global-Model-Based Approach

Resilience Enhancement for Power System State Estimation Against FDIAs with Moving Target Defense

GPU-based power system state estimation: a fast-secure-accurate intelligent approach

Improve the Physics-Constrained Robustness for Tree Ensemble-Based Applications in Power Systems

CASI: Context-aware Automatic Semantic Inference by fusing video and network traffic information in industrial control systems

PLC-MDT: A Framework for Detecting Anomalies With Digital Twins of Industrial Control Systems

A Hybrid Deep and Broad Learning Architecture for Wind Power Forecasting Based on Spatial–Temporal Feature Selection

DH-LDA: A Deeply Hidden Load Data Attack on Electricity Market of Smart Grid

Reverse engineering of industrial control protocol: A survey

2023年工业控制系统安全热点回眸

面向电力系统多重扰动的鲁棒动态状态估计方法

基于电力云边协同的非侵入式Modbus TCP协议安全增强方法

基于不平衡高维数据特征重要性的电力系统异常检测方法

SeP2CNN: A Simple and Efficient Privacy-Preserving CNN for AIoT Applications

A Traceable Continuous Authentication Scheme for Avatars in Large-Scale Commercial Activities

Transferability-Oriented Adversarial Robust Security-Constrained Optimal Power Flow

Enhancing Cyber-Resiliency of DER-Based Smart Grid: A Survey

Vulnerability of Machine Learning Approaches Applied in IoT-Based Smart Grid: A Review

An Anti-Disguise Authentication System Using the First Impression of Avatar in Metaverse

Traceable AI-driven Avatars Using Multi-factors of Physical World and Metaverse

Variational Quantum Circuit and Quantum Key Distribution-Based Quantum Federated Learning: A Case of Smart Grid Dynamic Security Assessment

Data-Driven Active Power Dispatch for Wind Farms

Anti-Windup Pitch Angle Control for Wind Turbines Based on Bounded Uncertainty and Disturbance Estimator

Physics-Constrained Robustness Enhancement for Tree Ensembles Applied in Smart Grid

Letter Detecting the One-Shot Dummy Attack on the Power Industrial Control Processes With an Unsupervised Data-Driven Approach

CoRE: Constrained Robustness Evaluation of Machine Learning-Based Stability Assessment for Power Systems

Impact Analysis of MTD on the Frequency Stability in Smart Grid

Limitation of Reactance Perturbation Strategy Against False Data Injection Attacks on IoT-Based Smart Grid

Vulnerability of the Load Frequency Control Against the Network Parameter Attack

Cybersecurity Analysis of Data-Driven Power System Stability Assessment

Localizing False Data Injection Attacks in Smart Grid: A Spectrum-Based Neural Network Approach

A Secure Authentication Framework to Guarantee the Traceability of Avatars in Metaverse

SePanner: Analyzing Semantics of Controller Variables in Industrial Control Systems based on Network Traffic

Data security of machine learning applied in low-carbon smart grid: A formal model for the physics-constrained robustness

Periodic Event-Triggered MPC for Continuous-Time Nonlinear Systems With Bounded Disturbances

Wind Speed Prediction Based on ARMA and SVR

Impact Analysis of Moving Target Defense on the Small-Signal Stability in Power Systems

机器学习在电力信息物理系统网络安全中的应用

水处理系统网络攻击的检测和定位：基于熵的方法（英文）

SPMA: Stealthy Physics-Manipulated Attack and Countermeasures in Cyber-Physical Smart Grid

Toward a Trust Evaluation Framework Against Malicious Behaviors of Industrial IoT

A Trust Management Method Against Abnormal Behavior of Industrial Control Networks Under Active Defense Architecture

A Double-Benefit Moving Target Defense Against Cyber–Physical Attacks in Smart Grid

Security Enhancement of Power System State Estimation With an Effective and Low-Cost Moving Target Defense

Physics-Constrained Vulnerability Assessment of Deep Reinforcement Learning-Based SCOPF

An Improved Optimal Torque Control Based on Estimated Wind Speed for Wind Turbines

Quadratic Optimization Using Additive Homomorphic Encryption in CPS

Experimental Validation of Encrypted Quadratic Optimization Implemented on Raspberry Pi

Physics-Constrained Robustness Evaluation of Intelligent Security Assessment for Power Systems