一种基于特征映射与深度学习的虚假数据注入检测方法

胡聪, 洪德华, 张翠翠, 王海鑫, 薛晓茹, 李云路 - 现代电力, 2023 - xddl.ncepujournal.com
… In allusion to this issue, a method to detect the fake data injection for smart grid based on
multi-layer … Detection of false data injection attack in smart grid via adaptive kalman filtering[J]. …

基于拉普拉斯特征映射学习的隐匿FDI 攻击检测

石家宇, 陈博, 俞立 - 自动化学报, 2021 - aas.net.cn
… to detect hidden FDI attack signal in the smart grids. The proposed method not only reduces
the … Real-time detection of false data injection attacks in smart grid: a deep learning-based

[PDF][PDF] Survey on IoT security: Challenges and solution using《 真) machine learning, artificial intelligence and blockchain tyS technology

BK Mohanta, D Jena, U Satapathy - researchgate.net
… the huge data collection using a machine learning technique. In paper |64], authors review
the security issue associated when applying machine learning in a smart grid application. In …

智能电网虚假数据注入攻击弹性防御策略的拓扑优化

罗小元, 何俊楠, 王新宇, 李宏波, 关新平 - 自动化学报, 2023 - aas.net.cn
… An adaptive control defense scheme of false data injection attacks in smart grids. In: Proceedings
… Detecting false data injection attacks in smart grids: A semi-supervised deep learning

[HTML][HTML] 基于ELM 状态预测的智能电网虚假数据检测

吴京, 李海英 - Modeling and Simulation, 2023 - hanspub.org
… that false data injection attack (FDIA) can evade traditional bad data detec-tion in smart grid,
… extreme learning machine (ELM) based on the intrinsic correlation between historical state …

智能电网的网络安全风险及应对策略

岳芳, 王雪珍, 姜山 - 科技导报, 2024 - kjdb.org
smart grid, such as machine learning, blockchain, quantum computing are reviewed. Machine
learning … KFRNN: An effective false data injection attack detection in smart grid based on …

基于边缘计算的电网假数据攻击分布式检测方法

黄冬梅, 何立昂, 孙锦中, 胡安铎 - 电力系统保护与控制, 2021 - pcmp.info
… power grid attack, the False Data Injection Attack (FDIA), seriously threatens the safe operation
of smart grids. … Combined with deep learning methods, a CNN-LSTM detecting model is …

基于改进多隐层极限学习机的电网虚假数据注入攻击检测

席磊, 何苗, 周博奇, 李彦营 - 自动化学报, 2023 - aas.net.cn
… Short-term state forecasting-aided method for detection of smart grid general false data
injection … Detecting false data injection attacks in smart grids: a semi-supervised deep learning

[PDF][PDF] 基于最大似然估计的智能电网FDIA 检测

吴铭辉, 高文根, 华峰, 穆少鹏 - … of Sichuan University of Science & …, 2023 - xb.suse.edu.cn
False data injection attacks against state estimation in electric … Machine learning
methods for attack detection in the smart … Firstly, based on the characteristics that smart grid

基于GAF-DenseNet 的航空发动机虚假数据注入攻击检测

黄鹏程, 陈丽丹, 祁恬, 张哲, 马永良, 高明 - 航空动力学报, 2023 - jasp.com.cn
… algorithms for false data injection attacks in smart grids[J]. IEEE Transactions on Smart
Grid,… Impact of false data injection attacks on deep learning enabled predictive analytics[R]. …