{"id":"https://openalex.org/W4411948853","doi":"https://doi.org/10.1109/jsyst.2025.3581524","title":"Federated Learning-Based Distributed Localization of False Data Injection Attacks on Smart Grids","display_name":"Federated Learning-Based Distributed Localization of False Data Injection Attacks on Smart Grids","publication_year":2025,"publication_date":"2025-07-02","ids":{"openalex":"https://openalex.org/W4411948853","doi":"https://doi.org/10.1109/jsyst.2025.3581524"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2025.3581524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2025.3581524","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"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 Systems Journal","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/A5086265029","display_name":"Cihat Ke\u00e7eci","orcid":"https://orcid.org/0000-0002-2097-5855"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Cihat Ke\u00e7eci","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019388047","display_name":"Katherine Davis","orcid":"https://orcid.org/0000-0002-1603-1122"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katherine R. Davis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034213361","display_name":"Erchin Serpedin","orcid":"https://orcid.org/0000-0001-9069-770X"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erchin Serpedin","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086265029"],"corresponding_institution_ids":["https://openalex.org/I91045830"],"apc_list":null,"apc_paid":null,"fwci":6.9701,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.97108701,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"19","issue":"3","first_page":"719","last_page":"729"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9995999932289124,"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":0.9995999932289124,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9965999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7032070159912109},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4650735855102539},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40971869230270386},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.352544367313385},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.32434386014938354},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3226349949836731},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17338192462921143}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7032070159912109},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4650735855102539},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40971869230270386},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.352544367313385},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.32434386014938354},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3226349949836731},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17338192462921143},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsyst.2025.3581524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2025.3581524","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"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 Systems Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8631275035","display_name":null,"funder_award_id":"2220347","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1598852905","https://openalex.org/W1984961651","https://openalex.org/W2002254092","https://openalex.org/W2005028112","https://openalex.org/W2039984414","https://openalex.org/W2064675550","https://openalex.org/W2065209684","https://openalex.org/W2093197140","https://openalex.org/W2319367234","https://openalex.org/W2324861975","https://openalex.org/W2332912277","https://openalex.org/W2525022545","https://openalex.org/W2752217602","https://openalex.org/W2797025128","https://openalex.org/W2893387339","https://openalex.org/W2905025879","https://openalex.org/W2965301612","https://openalex.org/W3007607795","https://openalex.org/W3013246316","https://openalex.org/W3021654819","https://openalex.org/W3040116469","https://openalex.org/W3045941597","https://openalex.org/W3144087169","https://openalex.org/W3159817879","https://openalex.org/W3198812356","https://openalex.org/W3199482859","https://openalex.org/W3204011231","https://openalex.org/W3209696639","https://openalex.org/W3213120752","https://openalex.org/W4205292723","https://openalex.org/W4288062092","https://openalex.org/W4294811472"],"related_works":["https://openalex.org/W2751256511","https://openalex.org/W1597785538","https://openalex.org/W2382521298","https://openalex.org/W2491804929","https://openalex.org/W2365075862","https://openalex.org/W2317225295","https://openalex.org/W2484643928","https://openalex.org/W2005920118","https://openalex.org/W2365978006","https://openalex.org/W4280617453"],"abstract_inverted_index":{"Data":[0],"analysis":[1],"and":[2,44,81,162,193,197],"monitoring":[3],"on":[4,11,188],"smart":[5,27],"grids":[6],"are":[7,37],"jeopardized":[8],"by":[9,30,136,150,185],"attacks":[10],"cyber-physical":[12],"systems.":[13],"False":[14],"data":[15,57,149],"injection":[16],"attack":[17,23],"(FDIA)":[18],"is":[19,72],"one":[20],"of":[21,48,54,83,89,103,165,177],"the":[22,79,87,101,104,128,132,144,148,175,178,182,189],"classes":[24],"that":[25,58,126],"targets":[26],"measurement":[28],"devices":[29],"injecting":[31],"malicious":[32],"data.":[33,92,201],"Machine":[34],"learning":[35,95],"techniques":[36],"proven":[38],"to":[39,74],"be":[40,61],"effective":[41],"in":[42,63,106,147,169],"detecting":[43],"localizing":[45],"FDIAs.":[46],"Training":[47],"such":[49,99],"models":[50],"requires":[51],"centralized":[52],"processing":[53],"sensitive":[55,90],"user":[56,91],"may":[59],"not":[60],"plausible":[62],"a":[64,76,114,120,170],"practical":[65],"scenario.":[66],"By":[67],"employing":[68,137],"federated":[69,94,115],"learning,":[70],"it":[71],"possible":[73],"train":[75],"model":[77],"for":[78],"detection":[80],"localization":[82],"FDIAs":[84],"while":[85,173],"preserving":[86,174],"privacy":[88,176],"However,":[93],"introduces":[96],"new":[97],"problems,":[98],"as":[100,141,143],"personalization":[102],"detectors":[105],"each":[107],"node.":[108],"In":[109],"this":[110],"article,":[111],"we":[112],"propose":[113],"learning-based":[116],"scheme":[117],"combined":[118],"with":[119],"hybrid":[121],"deep":[122],"neural":[123,139],"network":[124],"architecture":[125,184],"exploits":[127],"local":[129],"correlations":[130],"between":[131],"connected":[133],"power":[134],"buses":[135],"graph":[138],"networks":[140],"well":[142],"temporal":[145],"patterns":[146],"using":[151],"long":[152],"short":[153],"term":[154],"memory":[155],"layers.":[156],"The":[157],"proposed":[158,183],"mechanism":[159],"offers":[160],"flexible":[161],"efficient":[163],"training":[164],"an":[166],"FDIA":[167],"detector":[168],"distributed":[171],"setup":[172],"clients.":[179],"We":[180],"validate":[181],"extensive":[186],"simulations":[187],"IEEE":[190],"57,":[191],"118,":[192],"300":[194],"bus":[195],"systems":[196],"real":[198],"electricity":[199],"load":[200]},"counts_by_year":[{"year":2025,"cited_by_count":6}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}