{"id":"https://openalex.org/W4360584109","doi":"https://doi.org/10.1109/isgt51731.2023.10066415","title":"DP-AMI-FL: Secure Framework for Machine Learning-based AMI Applications","display_name":"DP-AMI-FL: Secure Framework for Machine Learning-based AMI Applications","publication_year":2023,"publication_date":"2023-01-16","ids":{"openalex":"https://openalex.org/W4360584109","doi":"https://doi.org/10.1109/isgt51731.2023.10066415"},"language":"en","primary_location":{"id":"doi:10.1109/isgt51731.2023.10066415","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isgt51731.2023.10066415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5046678380","display_name":"Abu Saleh Md Tayeen","orcid":null},"institutions":[{"id":"https://openalex.org/I10052268","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43","country_code":"US","type":"education","lineage":["https://openalex.org/I10052268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abu Saleh Md Tayeen","raw_affiliation_strings":["New Mexico State University,Dept. of Computer Science,Las Cruces,NM,U.S.A","Dept. of Computer Science, New Mexico State University, Las Cruces, NM, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New Mexico State University,Dept. of Computer Science,Las Cruces,NM,U.S.A","institution_ids":["https://openalex.org/I10052268"]},{"raw_affiliation_string":"Dept. of Computer Science, New Mexico State University, Las Cruces, NM, U.S.A","institution_ids":["https://openalex.org/I10052268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076700102","display_name":"Milan Biswal","orcid":"https://orcid.org/0000-0002-0190-7494"},"institutions":[{"id":"https://openalex.org/I10052268","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43","country_code":"US","type":"education","lineage":["https://openalex.org/I10052268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Milan Biswal","raw_affiliation_strings":["New Mexico State University,Dept. of Computer Science,Las Cruces,NM,U.S.A","Dept. of Computer Science, New Mexico State University, Las Cruces, NM, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New Mexico State University,Dept. of Computer Science,Las Cruces,NM,U.S.A","institution_ids":["https://openalex.org/I10052268"]},{"raw_affiliation_string":"Dept. of Computer Science, New Mexico State University, Las Cruces, NM, U.S.A","institution_ids":["https://openalex.org/I10052268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029387062","display_name":"Satyajayant Misra","orcid":"https://orcid.org/0000-0001-7347-984X"},"institutions":[{"id":"https://openalex.org/I10052268","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43","country_code":"US","type":"education","lineage":["https://openalex.org/I10052268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Satyajayant Misra","raw_affiliation_strings":["New Mexico State University,Dept. of Computer Science,Las Cruces,NM,U.S.A","Dept. of Computer Science, New Mexico State University, Las Cruces, NM, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New Mexico State University,Dept. of Computer Science,Las Cruces,NM,U.S.A","institution_ids":["https://openalex.org/I10052268"]},{"raw_affiliation_string":"Dept. of Computer Science, New Mexico State University, Las Cruces, NM, U.S.A","institution_ids":["https://openalex.org/I10052268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I10052268"],"apc_list":null,"apc_paid":null,"fwci":0.8226,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71722965,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994000196456909,"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9796000123023987,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9764000177383423,"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/computer-science","display_name":"Computer science","score":0.7868082523345947},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.7111631631851196},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.6798588633537292},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4921857416629791},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47367602586746216},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45793581008911133},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4558800458908081},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.453476220369339},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4397992789745331},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.43239128589630127},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.43034979701042175},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.4202954173088074},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.35478055477142334},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.34536051750183105},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.27797746658325195},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.145000159740448},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12203726172447205}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7868082523345947},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.7111631631851196},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.6798588633537292},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4921857416629791},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47367602586746216},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45793581008911133},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4558800458908081},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.453476220369339},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4397992789745331},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.43239128589630127},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.43034979701042175},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.4202954173088074},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35478055477142334},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.34536051750183105},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27797746658325195},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.145000159740448},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12203726172447205},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgt51731.2023.10066415","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isgt51731.2023.10066415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1546447959","https://openalex.org/W2019192363","https://openalex.org/W2020263086","https://openalex.org/W2473418344","https://openalex.org/W2523439849","https://openalex.org/W2555926712","https://openalex.org/W2754252319","https://openalex.org/W2786918196","https://openalex.org/W2963456518","https://openalex.org/W3006017224","https://openalex.org/W3102477513","https://openalex.org/W3137553285","https://openalex.org/W3158977067","https://openalex.org/W3186669480","https://openalex.org/W4206527320","https://openalex.org/W4286979396","https://openalex.org/W4287822453","https://openalex.org/W4292084264","https://openalex.org/W6772307254","https://openalex.org/W6775563089","https://openalex.org/W6801324442"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W2315671126","https://openalex.org/W798507144","https://openalex.org/W2964481303","https://openalex.org/W2571704763","https://openalex.org/W1751413323","https://openalex.org/W3001000335"],"abstract_inverted_index":{"Machine":[0],"Learning":[1,59,94],"(ML)":[2],"algorithms":[3],"have":[4],"shown":[5],"quite":[6],"promising":[7],"applications":[8,33,64,86],"in":[9,30,65],"smart":[10,143],"meter":[11],"data":[12,81,174],"analytics":[13],"enabling":[14],"intelligent":[15],"energy":[16,147],"management":[17,148],"systems":[18],"for":[19,34,62,139],"the":[20,27,35,66,79,100,113,154],"Advanced":[21],"Metering":[22],"Infrastructure":[23],"(AMI).":[24],"One":[25],"of":[26,73,82],"major":[28],"challenges":[29],"developing":[31],"ML":[32,85,101],"AMI":[36,56],"is":[37,122],"to":[38,107,133],"preserve":[39],"user":[40],"privacy":[41,74,109],"while":[42,171],"allowing":[43],"active":[44],"end-users":[45],"participation.":[46],"This":[47,68],"paper":[48],"addresses":[49],"this":[50],"challenge":[51],"and":[52,96,145],"proposes":[53],"Differential":[54,104],"Privacy-enabled":[55],"with":[57,92,158],"Federated":[58,93],"(DP-AMI-FL),":[60],"framework":[61,69,121,155],"ML-based":[63],"AMI.":[67],"provides":[70],"two":[71],"layers":[72],"protection:":[75],"first,":[76],"it":[77,98],"keeps":[78],"raw":[80],"consumers":[83,141],"hosting":[84],"at":[87],"edge":[88],"devices":[89],"(smart":[90],"meters)":[91],"(FL),":[95],"second,":[97],"obfuscates":[99],"models":[102,114],"using":[103],"Privacy":[105],"(DP)":[106],"avoid":[108],"leakage":[110],"threats":[111],"on":[112,128],"posed":[115],"by":[116,124],"various":[117],"inference":[118],"attacks.":[119],"The":[120],"evaluated":[123],"analyzing":[125],"its":[126],"performance":[127],"a":[129],"use":[130],"case":[131],"aimed":[132],"improve":[134],"Short-Term":[135,160],"Load":[136],"Forecasting":[137],"(STLF)":[138],"residential":[140],"having":[142],"meters":[144],"home":[146],"systems.":[149],"Extensive":[150],"experiments":[151],"demonstrate":[152],"that":[153],"when":[156],"used":[157],"Long":[159],"Memory":[161],"(LSTM)":[162],"recurrent":[163],"neural":[164],"network":[165],"models,":[166],"achieves":[167],"high":[168],"forecasting":[169],"accuracy":[170],"preserving":[172],"users":[173],"privacy.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}