IEEE Transactions on Industrial Cyber-Physical Systems最新文献_第9页

Real-Time Intrusion Detection Based on Decision Fusion in Industrial Control Systems 基于工业控制系统决策融合的实时入侵检测

IEEE Transactions on Industrial Cyber-Physical Systems Pub Date : 2024-03-28 DOI: 10.1109/TICPS.2024.3406505

Yawen Xue;Jie Pan;Yangyang Geng;Zeyu Yang;Mengxiang Liu;Ruilong Deng

{"title":"Real-Time Intrusion Detection Based on Decision Fusion in Industrial Control Systems","authors":"Yawen Xue;Jie Pan;Yangyang Geng;Zeyu Yang;Mengxiang Liu;Ruilong Deng","doi":"10.1109/TICPS.2024.3406505","DOIUrl":"https://doi.org/10.1109/TICPS.2024.3406505","url":null,"abstract":"Industrial control systems (ICSs) are becoming increasingly interconnected as the rapid convergence of information technology (IT) and operation technology (OT) networks, and meanwhile massive attack surfaces have been exposed. However, traditional intrusion detection systems (IDSs) are difficult to be directly deployed in ICSs due to the hard real-time requirement and rare patching chance. Besides, the design of effective and practical IDSs is hampered by the lack of benchmarking ICS cybersecurity datasets. To bridge the gaps, this paper makes the first attempt by open-sourcing the developed ICS cybersecurity datasets and proposing a decision fusion based real-time IDS. Firstly, we design a customized cybersecurity dataset in a full-hardware and high-fidelity platform, including 7 types of cyber threats tailored for ICSs. The collected dataset includes network traffic, sensor readings, actuator status, and system parameters, providing the state-of-the-art benchmark dataset for ICSs consisting of cross-layer characteristics. Furthermore, we design an online decision fusion-based IDS by strategically integrating 4 widely-used machine learning models. The proposed IDS is deployed on a real-time running ethanol distillation, surpassing the performance of single detection models in terms of precision and F1-score, which substantially enhances intrusion detection accuracy and cybersecurity of ICS.","PeriodicalId":100640,"journal":{"name":"IEEE Transactions on Industrial Cyber-Physical Systems","volume":"2 ","pages":"143-153"},"PeriodicalIF":0.0,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141308596","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Robust Decision-Making for Collaborative Manufacturing in ICPSs via Hierarchical Games 通过分层博弈为集成电路制造系统中的协同制造提供稳健决策

IEEE Transactions on Industrial Cyber-Physical Systems Pub Date : 2024-03-25 DOI: 10.1109/TICPS.2024.3381083

Xinjiang Cai;Qing Gao;Wei Wang;Jinhu Lü

引用次数: 0

Comments on “V2G-Auth: Lightweight Authentication and Key Agreement Protocol for V2G Environment Leveraging Physically Unclonable Functions” 关于 "V2G-Auth：利用物理上不可克隆的功能实现 V2G 环境的轻量级认证和密钥协议"

IEEE Transactions on Industrial Cyber-Physical Systems Pub Date : 2024-03-18 DOI: 10.1109/TICPS.2024.3376304

Tsu-Yang Wu;Haozhi Wu;Fangfang Kong;Saru Kumari;Muhammad Khurram Khan;Chien-Ming Chen

引用次数: 0

Secure Cyberattack and Anomaly Detections in the Presence of Actuators Lags and Communication Delays With Application to Industrial Gas Turbines 执行器滞后和通信延迟情况下的安全网络攻击和异常检测，应用于工业燃气轮机

IEEE Transactions on Industrial Cyber-Physical Systems Pub Date : 2024-03-15 DOI: 10.1109/TICPS.2024.3401615

Nasim Ensansefat;Mojtaba Kordestani;Ali Chaibakhsh;Mehrdad Saif;Khashayar Khorasani

{"title":"Secure Cyberattack and Anomaly Detections in the Presence of Actuators Lags and Communication Delays With Application to Industrial Gas Turbines","authors":"Nasim Ensansefat;Mojtaba Kordestani;Ali Chaibakhsh;Mehrdad Saif;Khashayar Khorasani","doi":"10.1109/TICPS.2024.3401615","DOIUrl":"https://doi.org/10.1109/TICPS.2024.3401615","url":null,"abstract":"Cyber-Physical Systems (CPSs) utilize Networked Control Systems (NCS), where the supervised controller is connected to the network through communication links. It facilitates the network with online accessibility that reduces maintenance costs and enhances reliability. However, open access often raises the risk of cyber-attacks. Besides, a communication channel delay due to limited bandwidth is often possible, which may lead to instability problems. This paper introduces a new observer-based resilient control framework to deal with cyber-attacks and communication delays. As such, deception and Denial pf Service (DoS) actuator attacks are considered by defining appropriate unified functions. Following that, an augmented state-space model is proposed for the CPS with time delay in the communication links. Next, states are estimated by a sliding mode observer from the corrupted measurements. Then, a residual generation is appropriated to identify cyber-attacks in the augmented system and to assess the cyber-attack detection approach. The Lyapunov stability theory guarantees the convergence of the estimation. Experimental data on an industrial gas turbine is utilized to validate the system model. Test results indicate that the sliding mode observer enjoys a secure framework for network communications.","PeriodicalId":100640,"journal":{"name":"IEEE Transactions on Industrial Cyber-Physical Systems","volume":"2 ","pages":"130-142"},"PeriodicalIF":0.0,"publicationDate":"2024-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141187338","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

IEEE Transactions on Industrial Cyber-Physical Systems Publication Information 电气和电子工程师学会《工业网络-物理系统论文集》（IEEE Transactions on Industrial Cyber-Physical Systems）出版信息

IEEE Transactions on Industrial Cyber-Physical Systems Pub Date : 2024-03-08 DOI: 10.1109/TICPS.2023.3342665

引用次数: 0

Learning Secure Control Design for Cyber-Physical Systems Under False Data Injection Attacks 学习虚假数据注入攻击下网络物理系统的安全控制设计

IEEE Transactions on Industrial Cyber-Physical Systems Pub Date : 2024-03-08 DOI: 10.1109/TICPS.2024.3373715

Cheng Fei;Jun Shen;Hongling Qiu;Zhipeng Zhang;Wei Xing

引用次数: 0

A Stochastic Bayesian Game for Securing Secondary Frequency Control of Microgrids Against Spoofing Attacks With Incomplete Information 针对不完全信息欺骗攻击的微电网二次频率控制安全随机贝叶斯博弈

IEEE Transactions on Industrial Cyber-Physical Systems Pub Date : 2024-03-07 DOI: 10.1109/TICPS.2024.3396106

Yang Li;Shichao Liu;Li Zhu

{"title":"A Stochastic Bayesian Game for Securing Secondary Frequency Control of Microgrids Against Spoofing Attacks With Incomplete Information","authors":"Yang Li;Shichao Liu;Li Zhu","doi":"10.1109/TICPS.2024.3396106","DOIUrl":"https://doi.org/10.1109/TICPS.2024.3396106","url":null,"abstract":"While wireless communication has been implemented for the data exchange in the secondary frequency control of microgrids, the wireless links also open doors to spoofing attacks. Most existing game-theoretic approaches on securing control systems of microgrids against wireless spoofing attacks assume complete information. However, the defense scheme under perfect information assumption could lead to severe resource waste and significant detection delay due to the high over-defense rate. In this paper, we design a defense policy generation method for securing microgrids secondary frequency control facing spoofing attacks and incomplete observation. We formulate a multi-stage two-player stochastic Bayesian game (SBG) when the identity of the defender's opponent is uncertain. Furthermore, we propose a posterior identity belief update method, where Bayesian Nash equilibrium (NE) is considered to derive the boundary identity belief. Under the proposed SBG framework, an identity-dependent optimal defense scheme is obtained to simultaneously secure microgrids against potential spoofing attacks and reduce the over-defense rate. Comparison studies show that the proposed SBG-based defense policy can improve defense performance and significantly reduce over-defense rates.","PeriodicalId":100640,"journal":{"name":"IEEE Transactions on Industrial Cyber-Physical Systems","volume":"2 ","pages":"118-129"},"PeriodicalIF":0.0,"publicationDate":"2024-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140924661","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Reduced-Order Observer-Based Resilient Control for MASs With Time-Varying Delay Against DoS Attacks 基于降序观测器的时变延迟 MAS 弹性控制，对抗 DoS 攻击

IEEE Transactions on Industrial Cyber-Physical Systems Pub Date : 2024-03-05 DOI: 10.1109/TICPS.2024.3372908

Xiaojie Qiu;Wenchao Meng;Jinming Xu;Qinmin Yang

引用次数: 0

Modeling Information in Industrial Cyber-Physical Systems Using Multilayer Graphs 利用多层图为工业网络物理系统中的信息建模

IEEE Transactions on Industrial Cyber-Physical Systems Pub Date : 2024-03-01 DOI: 10.1109/TICPS.2024.3396098

Angel Biskupovic;Constanza Schlotterbeck;Felipe Núñez

引用次数: 0

Output-Based Secure Control Under False Data Injection Attacks 虚假数据注入攻击下基于输出的安全控制

IEEE Transactions on Industrial Cyber-Physical Systems Pub Date : 2024-01-29 DOI: 10.1109/TICPS.2024.3359154

Lezhong Xu;Hongming Zhu;Kang Guo;Yabin Gao;Chengwei Wu

引用次数: 0