{"id":"https://openalex.org/W4415399875","doi":"https://doi.org/10.1109/smartgridcomm65349.2025.11204643","title":"Fed-AttentionGrid: Digital Twin-Assisted Attention-based Federated Learning for Intrusion Detection in Smart Grids","display_name":"Fed-AttentionGrid: Digital Twin-Assisted Attention-based Federated Learning for Intrusion Detection in Smart Grids","publication_year":2025,"publication_date":"2025-09-29","ids":{"openalex":"https://openalex.org/W4415399875","doi":"https://doi.org/10.1109/smartgridcomm65349.2025.11204643"},"language":null,"primary_location":{"id":"doi:10.1109/smartgridcomm65349.2025.11204643","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm65349.2025.11204643","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","raw_type":"proceedings-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/A5087812213","display_name":"Rubina Akter","orcid":"https://orcid.org/0000-0003-3619-1534"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Rubina Akter","raw_affiliation_strings":["University of Calgary,Schulich School of Engineering,Department of Electrical &#x0026; Software Engineering,Calgary,Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary,Schulich School of Engineering,Department of Electrical &#x0026; Software Engineering,Calgary,Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005365885","display_name":"Anik Islam","orcid":"https://orcid.org/0000-0002-6725-9805"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Anik Islam","raw_affiliation_strings":["University of Calgary,Schulich School of Engineering,Department of Electrical &#x0026; Software Engineering,Calgary,Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary,Schulich School of Engineering,Department of Electrical &#x0026; Software Engineering,Calgary,Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102945288","display_name":"Hadis Karimipour","orcid":"https://orcid.org/0000-0001-7948-4033"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hadis Karimipour","raw_affiliation_strings":["University of Calgary,Schulich School of Engineering,Department of Electrical &#x0026; Software Engineering,Calgary,Canada"],"affiliations":[{"raw_affiliation_string":"University of Calgary,Schulich School of Engineering,Department of Electrical &#x0026; Software Engineering,Calgary,Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087812213"],"corresponding_institution_ids":["https://openalex.org/I168635309"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.40729336,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9994000196456909,"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":0.9994000196456909,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9933000206947327,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9926000237464905,"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/scalability","display_name":"Scalability","score":0.6852999925613403},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5874999761581421},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.5108000040054321},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5080999732017517},{"id":"https://openalex.org/keywords/digitization","display_name":"Digitization","score":0.430400013923645},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.37869998812675476}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.817300021648407},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6852999925613403},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5874999761581421},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5170999765396118},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.5108000040054321},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5080999732017517},{"id":"https://openalex.org/C2779308522","wikidata":"https://www.wikidata.org/wiki/Q843958","display_name":"Digitization","level":2,"score":0.430400013923645},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.37869998812675476},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.36039999127388},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.29910001158714294},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28519999980926514},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.2833999991416931},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.27480000257492065},{"id":"https://openalex.org/C27061796","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion prevention system","level":3,"score":0.2721000015735626},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2694000005722046},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.25839999318122864}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smartgridcomm65349.2025.11204643","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm65349.2025.11204643","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2756506988","https://openalex.org/W3044405156","https://openalex.org/W3120374063","https://openalex.org/W4290717392","https://openalex.org/W4295832059","https://openalex.org/W4316660992","https://openalex.org/W4385338452","https://openalex.org/W4386108495","https://openalex.org/W4388936597","https://openalex.org/W4389041652","https://openalex.org/W4396605314","https://openalex.org/W4402302652","https://openalex.org/W4405847138","https://openalex.org/W4411948853"],"related_works":[],"abstract_inverted_index":{"The":[0,97],"growing":[1],"digitization":[2],"of":[3,13,41,52,103,147],"smart":[4,34,126,157],"grids":[5],"exposes":[6],"critical":[7],"infrastructure":[8],"to":[9,111],"an":[10,74],"expanding":[11],"range":[12],"sophisticated":[14],"cyber":[15],"threats,":[16],"while":[17],"simultaneously":[18],"introducing":[19],"stringent":[20],"privacy":[21],"and":[22,46,91,107,140,151],"scalability":[23],"challenges":[24],"for":[25,33,49,154],"intrusion":[26,63],"detection.":[27],"Existing":[28],"federated":[29,62],"learning":[30,90],"(FL)":[31],"approaches":[32],"grid":[35,118,127,158],"security":[36],"often":[37],"neglect":[38],"the":[39,47,145],"realities":[40],"device":[42],"heterogeneity,":[43],"bandwidth":[44],"constraints,":[45],"need":[48],"dynamic":[50],"modeling":[51,150],"physical":[53],"assets.":[54],"In":[55],"this":[56],"paper,":[57],"we":[58],"propose":[59],"Fed-AttentionGrid,":[60],"a":[61,84,101,123],"detection":[64,137],"framework":[65],"that":[66,130],"synergistically":[67],"integrates":[68],"digital":[69],"twin":[70],"(DT)":[71],"technology":[72],"with":[73],"efficient":[75,92],"CNN-attention":[76],"architecture.":[77],"Each":[78],"client":[79],"node":[80],"is":[81],"modeled":[82],"as":[83],"DT,":[85],"enabling":[86],"adaptive,":[87],"context-aware":[88],"local":[89],"participation":[93],"in":[94,116,136],"FL":[95,153],"rounds.":[96],"core":[98],"network":[99],"leverages":[100],"hybrid":[102],"1D":[104],"convolutional":[105],"layers":[106],"transformer-inspired":[108],"attention":[109],"blocks":[110],"capture":[112],"salient":[113],"spatial-temporal":[114],"patterns":[115],"multivariate":[117],"data.":[119],"Experimental":[120],"evaluation":[121],"on":[122],"real-world,":[124],"balanced":[125],"dataset":[128],"demonstrates":[129],"Fed-AttentionGrid":[131],"outperforms":[132],"multiple":[133],"state-of-the-art":[134],"baselines":[135],"accuracy,":[138],"F1-score,":[139],"ROC-AUC.":[141],"This":[142],"work":[143],"highlights":[144],"promise":[146],"combining":[148],"DT-based":[149],"attention-enhanced":[152],"scalable,":[155],"resilient":[156],"cybersecurity.":[159]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-22T00:00:00"}
