{"id":"https://openalex.org/W3137769412","doi":"https://doi.org/10.3389/fenrg.2021.644489","title":"False Data Injection Attack Detection in Power Systems Based on Cyber-Physical Attack Genes","display_name":"False Data Injection Attack Detection in Power Systems Based on Cyber-Physical Attack Genes","publication_year":2021,"publication_date":"2021-03-17","ids":{"openalex":"https://openalex.org/W3137769412","doi":"https://doi.org/10.3389/fenrg.2021.644489","mag":"3137769412"},"language":"en","primary_location":{"id":"doi:10.3389/fenrg.2021.644489","doi":"https://doi.org/10.3389/fenrg.2021.644489","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fenrg.2021.644489","pdf_url":"https://www.frontiersin.org/articles/10.3389/fenrg.2021.644489/pdf","source":{"id":"https://openalex.org/S2595193159","display_name":"Frontiers in Energy Research","issn_l":"2296-598X","issn":["2296-598X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Energy Research","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fenrg.2021.644489/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086506501","display_name":"Zhaoyang Qu","orcid":"https://orcid.org/0000-0001-7599-9531","observed_orcids":["https://orcid.org/0000-0001-7599-9531","https://orcid.org/0009-0002-2715-4299"]},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoyang Qu","raw_affiliation_strings":["Jilin Engineering Technology Research Center of Intelligent Electric Power Big Data Processing, Jilin, China","School of Electrical Engineering, Northeast Electric Power University, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jilin Engineering Technology Research Center of Intelligent Electric Power Big Data Processing, Jilin, China","institution_ids":[]},{"raw_affiliation_string":"School of Electrical Engineering, Northeast Electric Power University, Jilin, China","institution_ids":["https://openalex.org/I179060312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037526993","display_name":"Yunchang Dong","orcid":"https://orcid.org/0000-0002-5891-8370","observed_orcids":["https://orcid.org/0000-0002-5891-8370"]},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunchang Dong","raw_affiliation_strings":["Jilin Engineering Technology Research Center of Intelligent Electric Power Big Data Processing, Jilin, China","School of Electrical Engineering, Northeast Electric Power University, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jilin Engineering Technology Research Center of Intelligent Electric Power Big Data Processing, Jilin, China","institution_ids":[]},{"raw_affiliation_string":"School of Electrical Engineering, Northeast Electric Power University, Jilin, China","institution_ids":["https://openalex.org/I179060312"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nan Qu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405282011","display_name":"State Grid Jiangsu Electric Power (China)","ror":"https://ror.org/056wxrm96","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442","https://openalex.org/I4405282011"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Qu","raw_affiliation_strings":["State Grid Jiangsu Electric Power Co., Ltd., Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Jiangsu Electric Power Co., Ltd., Nanjing, China","institution_ids":["https://openalex.org/I4405282011"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019413614","display_name":"Huashun Li","orcid":"https://orcid.org/0000-0002-9274-5944","observed_orcids":["https://orcid.org/0000-0002-9274-5944"]},"institutions":[{"id":"https://openalex.org/I4405272046","display_name":"State Grid Jilin Electric Power (China)","ror":"https://ror.org/03fsc3516","country_code":"CN","type":"company","lineage":["https://openalex.org/I4405272046"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huashun Li","raw_affiliation_strings":["State Grid Jilin Electric Power Co., Ltd., Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Jilin Electric Power Co., Ltd., Jilin, China","institution_ids":["https://openalex.org/I4405272046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033591005","display_name":"Mingshi Cui","orcid":"https://orcid.org/0000-0003-3264-7661","observed_orcids":["https://orcid.org/0000-0003-3264-7661"]},"institutions":[{"id":"https://openalex.org/I4210088511","display_name":"Inner Mongolia Electric Power (China)","ror":"https://ror.org/0041szh84","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210088511"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingshi Cui","raw_affiliation_strings":["State Grid Inner Mongolia Eastern Electric Power Co., Ltd., Hohhot, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Inner Mongolia Eastern Electric Power Co., Ltd., Hohhot, China","institution_ids":["https://openalex.org/I4210088511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088744964","display_name":"Xiaoyong Bo","orcid":"https://orcid.org/0000-0002-5986-5928","observed_orcids":["https://orcid.org/0000-0002-5986-5928","https://orcid.org/0000-0002-1148-0703"]},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyong Bo","raw_affiliation_strings":["Jilin Engineering Technology Research Center of Intelligent Electric Power Big Data Processing, Jilin, China","School of Electrical Engineering, Northeast Electric Power University, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jilin Engineering Technology Research Center of Intelligent Electric Power Big Data Processing, Jilin, China","institution_ids":[]},{"raw_affiliation_string":"School of Electrical Engineering, Northeast Electric Power University, Jilin, China","institution_ids":["https://openalex.org/I179060312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103669140","display_name":"Yun Wu","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yun Wu","raw_affiliation_strings":["Zhejiang Windey Co., Ltd., Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Windey Co., Ltd., Hangzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056020390","display_name":"Sylv\u00e8re Mugemanyi","orcid":"https://orcid.org/0000-0003-4036-3888","observed_orcids":["https://orcid.org/0000-0003-4036-3888","https://orcid.org/0000-0003-4527-4964"]},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sylv\u00e8re Mugemanyi","raw_affiliation_strings":["School of Electrical Engineering, Northeast Electric Power University, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Northeast Electric Power University, Jilin, China","institution_ids":["https://openalex.org/I179060312"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037526993"],"corresponding_institution_ids":["https://openalex.org/I179060312"],"apc_list":{"value":2490,"currency":"USD","value_usd":2490},"apc_paid":{"value":2490,"currency":"USD","value_usd":2490},"fwci":3.4453,"has_fulltext":true,"cited_by_count":43,"citation_normalized_percentile":{"value":0.93094559,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"9","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13429","display_name":"Electricity Theft Detection Techniques","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/false-data-injection-attacks","display_name":"false data injection attacks","score":0.9729999899864197},{"id":"https://openalex.org/keywords/attack-detection","display_name":"attack detection","score":0.7580000162124634},{"id":"https://openalex.org/keywords/power-systems","display_name":"power systems","score":0.703000009059906},{"id":"https://openalex.org/keywords/smart-grid","display_name":"smart grid","score":0.8069999814033508},{"id":"https://openalex.org/keywords/mutual-information-feature-selection","display_name":"mutual information feature selection","score":0.8299999833106995},{"id":"https://openalex.org/keywords/stacked-autoencoder","display_name":"stacked autoencoder","score":0.9200000166893005},{"id":"https://openalex.org/keywords/cuckoo-search-algorithm","display_name":"cuckoo search algorithm","score":0.824999988079071},{"id":"https://openalex.org/keywords/cyber-physical-systems-security","display_name":"cyber-physical security","score":0.6769999861717224}],"concepts":[{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.7939822673797607},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.673090934753418},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6190640926361084},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5525675415992737},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5017917156219482},{"id":"https://openalex.org/C201307755","wikidata":"https://www.wikidata.org/wiki/Q4071928","display_name":"Cyber-attack","level":2,"score":0.44572579860687256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4075544476509094},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3834063410758972},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.35472792387008667},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.17879799008369446},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09303233027458191},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3389/fenrg.2021.644489","doi":"https://doi.org/10.3389/fenrg.2021.644489","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fenrg.2021.644489","pdf_url":"https://www.frontiersin.org/articles/10.3389/fenrg.2021.644489/pdf","source":{"id":"https://openalex.org/S2595193159","display_name":"Frontiers in Energy Research","issn_l":"2296-598X","issn":["2296-598X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Energy Research","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c0bf1ddea76147eeba975abcddfd6035","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/c0bf1ddea76147eeba975abcddfd6035","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Energy Research, Vol 9 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fenrg.2021.644489","doi":"https://doi.org/10.3389/fenrg.2021.644489","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fenrg.2021.644489","pdf_url":"https://www.frontiersin.org/articles/10.3389/fenrg.2021.644489/pdf","source":{"id":"https://openalex.org/S2595193159","display_name":"Frontiers in Energy Research","issn_l":"2296-598X","issn":["2296-598X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Energy Research","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G5846021860","display_name":null,"funder_award_id":"51437003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322174","display_name":"People's Government of Jilin Province","ror":"https://ror.org/02fzqav45"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3137769412.pdf","grobid_xml":"https://content.openalex.org/works/W3137769412.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W2001019870","https://openalex.org/W2020524857","https://openalex.org/W2038651258","https://openalex.org/W2089434778","https://openalex.org/W2319367234","https://openalex.org/W2324861975","https://openalex.org/W2566852680","https://openalex.org/W2570832985","https://openalex.org/W2794173545","https://openalex.org/W2805595124","https://openalex.org/W2897748644","https://openalex.org/W2900015917","https://openalex.org/W2905688264","https://openalex.org/W2919785014","https://openalex.org/W2939094371","https://openalex.org/W2949063392","https://openalex.org/W2957825964","https://openalex.org/W2971691988","https://openalex.org/W2971824338","https://openalex.org/W3003935948","https://openalex.org/W3013642240"],"related_works":["https://openalex.org/W3027095575","https://openalex.org/W4391182555","https://openalex.org/W3117555266","https://openalex.org/W4306763672","https://openalex.org/W4388543721","https://openalex.org/W4386995962","https://openalex.org/W7201963467","https://openalex.org/W4315701265","https://openalex.org/W4379984164","https://openalex.org/W4406409227"],"abstract_inverted_index":{"In":[0],"the":[1,4,28,31,36,40,47,59,64,69,72,79,91,98,114,120,128,131,151,169,175,181],"process":[2],"of":[3,6,19,30,35,39,46,63,71,85,97,164,180],"detection":[5,25,44,133,158,176],"a":[7,43,142,155],"false":[8],"data":[9,21,87],"injection":[10],"attack":[11,41,93,116,157],"(FDIA)":[12],"in":[13,49,88],"power":[14,89,185],"systems,":[15,90],"there":[16],"are":[17,66],"problems":[18],"complex":[20],"features":[22],"and":[23,33,61,68,82,126,154,178],"low":[24],"accuracy.":[26],"From":[27],"perspective":[29],"correlation":[32,84],"redundancy":[34],"essential":[37],"characteristics":[38,62],"data,":[42],"method":[45,159,171],"FDIA":[48,65,74,132,182],"smart":[50],"grids":[51],"based":[52],"on":[53,183],"cyber-physical":[54,73,86,115,184],"genes":[55],"is":[56,76,103,110,139,147,160],"proposed.":[57,161],"Firstly,":[58],"principle":[60],"analyzed,":[67],"concept":[70],"gene":[75,94],"defined.":[77],"Considering":[78],"non-functional":[80],"dependency":[81],"nonlinear":[83],"optimal":[92],"feature":[95],"set":[96,111],"maximum":[99],"mutual":[100],"information":[101],"coefficient":[102],"selected.":[104],"Secondly,":[105],"an":[106],"unsupervised":[107],"pre-training":[108],"encoder":[109],"to":[112,124,149],"extract":[113],"gene.":[117],"Combined":[118],"with":[119,135],"supervised":[121],"fine-tuning":[122],"classifier":[123],"train":[125],"update":[127],"network":[129,138],"parameters,":[130,153],"model":[134,152],"stacked":[136],"autoencoder":[137],"constructed.":[140],"Finally,":[141],"self-adaptive":[143],"cuckoo":[144],"search":[145],"algorithm":[146],"designed":[148],"optimize":[150],"novel":[156],"The":[162],"analysis":[163],"case":[165],"studies":[166],"shows":[167],"that":[168],"proposed":[170],"can":[172],"effectively":[173],"improve":[174],"accuracy":[177],"effect":[179],"systems.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2021-03-29T00:00:00"}
