Review of active defense methods against power CPS false data injection attacks from the multiple spatiotemporal perspective
The power cyber–physical system (CPS) realizes the wide-area interconnection of new energy sources and multiple loads and the dynamic interaction of information and energy flows; however it faces increasingly severe security threats of false data injection attacks (FDIAs). In this context, the activ...
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2022-11-01
|
| Series: | Energy Reports |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352484722016808 |
| _version_ | 1797901873234051072 |
|---|---|
| author | Xiaoyong Bo Zhaoyang Qu Yaowei Liu Yunchang Dong Zhenming Zhang Mingshi Cui |
| author_facet | Xiaoyong Bo Zhaoyang Qu Yaowei Liu Yunchang Dong Zhenming Zhang Mingshi Cui |
| author_sort | Xiaoyong Bo |
| collection | DOAJ |
| description | The power cyber–physical system (CPS) realizes the wide-area interconnection of new energy sources and multiple loads and the dynamic interaction of information and energy flows; however it faces increasingly severe security threats of false data injection attacks (FDIAs). In this context, the active defense methods against power CPS FDIAs from the multiple spatiotemporal perspective are summarized and analyzed in this paper. First, the architecture of a power CPS is abstracted and its multiple spatiotemporal coordination characteristic and FDIAs security risk are expounded upon. Then, the active defense system against FDIAs is conceived in the spatiotemporal coordinate system, and based on different spatiotemporal intersections, the six active defense methods and application examples – namely network deception, data encryption protection, vulnerability policy protection, false identification correction, traffic anomaly detection, and fault prevention control – are summarized. Finally, the limitations of existing active defense methods against FDIAs are discussed, and the linked defense methods with multiple spatiotemporal coordination are prospected. |
| first_indexed | 2024-04-10T09:08:50Z |
| format | Article |
| id | doaj.art-766e509764dc437a8ca7ecef1458c2c9 |
| institution | Directory Open Access Journal |
| issn | 2352-4847 |
| language | English |
| last_indexed | 2024-04-10T09:08:50Z |
| publishDate | 2022-11-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Energy Reports |
| spelling | doaj.art-766e509764dc437a8ca7ecef1458c2c92023-02-21T05:13:02ZengElsevierEnergy Reports2352-48472022-11-0181123511248Review of active defense methods against power CPS false data injection attacks from the multiple spatiotemporal perspectiveXiaoyong Bo0Zhaoyang Qu1Yaowei Liu2Yunchang Dong3Zhenming Zhang4Mingshi Cui5School of Electrical Engineering, Northeast Electric Power University, Jilin 132012, China; Electrical and Information Engineering College, Jilin Agricultural Science and Technology University, Jilin 132101, China; Jilin Province Engineering Technology Research Center of Power Big Data Intelligent Processing, Jilin 132012, ChinaSchool of Electrical Engineering, Northeast Electric Power University, Jilin 132012, China; Jilin Province Engineering Technology Research Center of Power Big Data Intelligent Processing, Jilin 132012, China; Correspondence to: Northeast Electric Power University, China.State Grid Jilin Electric Power Co., Ltd., Changchun 130012, ChinaSchool of Electrical Engineering, Northeast Electric Power University, Jilin 132012, China; Jilin Province Engineering Technology Research Center of Power Big Data Intelligent Processing, Jilin 132012, ChinaSchool of Electrical Engineering, Northeast Electric Power University, Jilin 132012, China; Jilin Province Engineering Technology Research Center of Power Big Data Intelligent Processing, Jilin 132012, ChinaState Grid East Inner Mongolia Electric Power Co., Ltd. Information and Communication Company, Hohhot 010011, ChinaThe power cyber–physical system (CPS) realizes the wide-area interconnection of new energy sources and multiple loads and the dynamic interaction of information and energy flows; however it faces increasingly severe security threats of false data injection attacks (FDIAs). In this context, the active defense methods against power CPS FDIAs from the multiple spatiotemporal perspective are summarized and analyzed in this paper. First, the architecture of a power CPS is abstracted and its multiple spatiotemporal coordination characteristic and FDIAs security risk are expounded upon. Then, the active defense system against FDIAs is conceived in the spatiotemporal coordinate system, and based on different spatiotemporal intersections, the six active defense methods and application examples – namely network deception, data encryption protection, vulnerability policy protection, false identification correction, traffic anomaly detection, and fault prevention control – are summarized. Finally, the limitations of existing active defense methods against FDIAs are discussed, and the linked defense methods with multiple spatiotemporal coordination are prospected.http://www.sciencedirect.com/science/article/pii/S2352484722016808Power cyber–physical systemFalse data injection attacksActive defenseMultiple spatiotemporal coordinationData-driven |
| spellingShingle | Xiaoyong Bo Zhaoyang Qu Yaowei Liu Yunchang Dong Zhenming Zhang Mingshi Cui Review of active defense methods against power CPS false data injection attacks from the multiple spatiotemporal perspective Energy Reports Power cyber–physical system False data injection attacks Active defense Multiple spatiotemporal coordination Data-driven |
| title | Review of active defense methods against power CPS false data injection attacks from the multiple spatiotemporal perspective |
| title_full | Review of active defense methods against power CPS false data injection attacks from the multiple spatiotemporal perspective |
| title_fullStr | Review of active defense methods against power CPS false data injection attacks from the multiple spatiotemporal perspective |
| title_full_unstemmed | Review of active defense methods against power CPS false data injection attacks from the multiple spatiotemporal perspective |
| title_short | Review of active defense methods against power CPS false data injection attacks from the multiple spatiotemporal perspective |
| title_sort | review of active defense methods against power cps false data injection attacks from the multiple spatiotemporal perspective |
| topic | Power cyber–physical system False data injection attacks Active defense Multiple spatiotemporal coordination Data-driven |
| url | http://www.sciencedirect.com/science/article/pii/S2352484722016808 |
| work_keys_str_mv | AT xiaoyongbo reviewofactivedefensemethodsagainstpowercpsfalsedatainjectionattacksfromthemultiplespatiotemporalperspective AT zhaoyangqu reviewofactivedefensemethodsagainstpowercpsfalsedatainjectionattacksfromthemultiplespatiotemporalperspective AT yaoweiliu reviewofactivedefensemethodsagainstpowercpsfalsedatainjectionattacksfromthemultiplespatiotemporalperspective AT yunchangdong reviewofactivedefensemethodsagainstpowercpsfalsedatainjectionattacksfromthemultiplespatiotemporalperspective AT zhenmingzhang reviewofactivedefensemethodsagainstpowercpsfalsedatainjectionattacksfromthemultiplespatiotemporalperspective AT mingshicui reviewofactivedefensemethodsagainstpowercpsfalsedatainjectionattacksfromthemultiplespatiotemporalperspective |