{"id":"https://openalex.org/W4403421183","doi":"https://doi.org/10.1109/tsg.2024.3481294","title":"Hidden Markov Model-Based Cyberattack Prediction in Power Systems","display_name":"Hidden Markov Model-Based Cyberattack Prediction in Power Systems","publication_year":2024,"publication_date":"2024-10-15","ids":{"openalex":"https://openalex.org/W4403421183","doi":"https://doi.org/10.1109/tsg.2024.3481294"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2024.3481294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2024.3481294","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100335417","display_name":"Bo Zhang","orcid":"https://orcid.org/0009-0006-0833-5755"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Zhang","raw_affiliation_strings":["College of Electrical and Information Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0006-0833-5755","affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100362362","display_name":"Xuan Liu","orcid":"https://orcid.org/0000-0003-2565-5292"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Liu","raw_affiliation_strings":["College of Electrical and Information Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-2565-5292","affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Haofeng Zheng","orcid":"https://orcid.org/0009-0006-9799-8509"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haofeng Zheng","raw_affiliation_strings":["College of Electrical and Information Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0006-9799-8509","affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yufei Song","orcid":"https://orcid.org/0009-0002-7409-7522"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yufei Song","raw_affiliation_strings":["College of Electrical and Information Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0002-7409-7522","affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100335417"],"corresponding_institution_ids":["https://openalex.org/I16609230"],"apc_list":null,"apc_paid":null,"fwci":2.9192,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91664875,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"16","issue":"2","first_page":"1694","last_page":"1705"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9987999796867371,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.615799069404602},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.5062310099601746},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4986739158630371},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4589908719062805},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.419586181640625},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.4194149971008301},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34616798162460327},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27265602350234985},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17557770013809204},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1725923717021942},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1267504096031189}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.615799069404602},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.5062310099601746},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4986739158630371},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4589908719062805},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.419586181640625},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.4194149971008301},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34616798162460327},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27265602350234985},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17557770013809204},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1725923717021942},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1267504096031189},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2024.3481294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2024.3481294","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5690209355","display_name":null,"funder_award_id":"2023M731045","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2002254092","https://openalex.org/W2012649175","https://openalex.org/W2755588949","https://openalex.org/W2803102960","https://openalex.org/W2890415503","https://openalex.org/W2892859754","https://openalex.org/W2905152476","https://openalex.org/W2971737672","https://openalex.org/W2997719468","https://openalex.org/W3005215764","https://openalex.org/W3014270684","https://openalex.org/W3042321348","https://openalex.org/W3197344385","https://openalex.org/W3216835679","https://openalex.org/W4206266728","https://openalex.org/W4226322799","https://openalex.org/W4285296268","https://openalex.org/W4292998654","https://openalex.org/W4293198140","https://openalex.org/W4294811472","https://openalex.org/W4313049033","https://openalex.org/W4324125491","https://openalex.org/W4385975676","https://openalex.org/W4388878520","https://openalex.org/W4391306140"],"related_works":["https://openalex.org/W1510894296","https://openalex.org/W2134386692","https://openalex.org/W2379651310","https://openalex.org/W2113019827","https://openalex.org/W1541249122","https://openalex.org/W2084326697","https://openalex.org/W2194396582","https://openalex.org/W2027903142","https://openalex.org/W2082284720","https://openalex.org/W2116722627"],"abstract_inverted_index":{"The":[0,139],"deep":[1],"coupling":[2],"between":[3],"the":[4,8,16,46,59,79,87,91,125,143],"information":[5],"domain":[6,10],"and":[7,74,123,154],"physical":[9,119],"in":[11,36,65,109,148],"power":[12,21,66,112,152],"systems":[13,153],"has":[14],"increased":[15],"risk":[17],"of":[18,62,81,90,145],"cyberattacks":[19],"on":[20],"systems.":[22,67],"Determining":[23],"an":[24,29,71,130],"attacker\u2019s":[25,47],"intention":[26],"immediately":[27],"following":[28],"attack":[30,107],"is":[31,104],"crucial":[32],"for":[33,106,151],"security":[34],"personnel":[35],"choosing":[37],"corresponding":[38],"defending":[39],"strategies.":[40],"In":[41],"order":[42],"to":[43,77],"accurately":[44],"predict":[45],"intent,":[48],"we":[49,69,94,115],"propose":[50],"a":[51,96,110,117,135],"dynamic":[52,97],"prediction":[53,101,127,150,161],"method":[54,147],"that":[55,103],"takes":[56],"into":[57],"account":[58],"evolving":[60],"nature":[61],"cyberattack":[63,120,149],"intent":[64],"Initially,":[68],"use":[70],"attribute":[72],"selection":[73],"clustering":[75],"algorithm":[76],"reduce":[78],"amount":[80],"alarm":[82,131],"data.":[83],"Then,":[84],"by":[85],"leveraging":[86],"game":[88],"characteristics":[89],"attack-defense":[92],"process,":[93],"introduce":[95],"hidden":[98],"Markov":[99],"model":[100,102,128],"suitable":[105],"scenarios":[108],"real":[111,136],"system.":[113,138],"Finally,":[114],"establish":[116],"fully":[118],"simulation":[121],"platform":[122],"test":[124],"proposed":[126],"using":[129],"dataset":[132],"generated":[133],"from":[134],"126-node":[137],"experimental":[140],"results":[141],"validate":[142],"effectiveness":[144],"our":[146],"demonstrate":[155],"its":[156],"superiority":[157],"compared":[158],"with":[159],"other":[160],"methods.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":4}],"updated_date":"2026-05-17T08:19:37.847499","created_date":"2025-10-10T00:00:00"}
