{"id":"https://openalex.org/W4410950094","doi":"https://doi.org/10.1109/mcom.004.2400210","title":"Practical Implications of Implementing Local Differential Privacy for Smart Grids","display_name":"Practical Implications of Implementing Local Differential Privacy for Smart Grids","publication_year":2025,"publication_date":"2025-06-02","ids":{"openalex":"https://openalex.org/W4410950094","doi":"https://doi.org/10.1109/mcom.004.2400210"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.004.2400210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.004.2400210","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","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/A5062140844","display_name":"Khadija Hafeez","orcid":"https://orcid.org/0000-0002-4300-5552"},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Khadija Hafeez","raw_affiliation_strings":["Munster Technological University,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Munster Technological University,Ireland","institution_ids":["https://openalex.org/I4210100923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047501301","display_name":"Mubashir Husain Rehmani","orcid":"https://orcid.org/0000-0002-3565-7390"},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Mubashir Husain Rehmani","raw_affiliation_strings":["Munster Technological University,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Munster Technological University,Ireland","institution_ids":["https://openalex.org/I4210100923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013828067","display_name":"Sumita Mishra","orcid":"https://orcid.org/0000-0002-7093-631X"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sumita Mishra","raw_affiliation_strings":["Rochester Institute of Technology,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology,USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016175331","display_name":"Donna O\u2019Shea","orcid":"https://orcid.org/0000-0002-2437-3106"},"institutions":[{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Donna O'Shea","raw_affiliation_strings":["University of Limerick,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Limerick,Ireland","institution_ids":["https://openalex.org/I230495080"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.1074,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.94362956,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"63","issue":"9","first_page":"125","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.8515999913215637,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.8515999913215637,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13444","display_name":"Medical Research and Treatments","score":0.7792999744415283,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.8748061060905457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8601810932159424},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.48904284834861755},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.43636447191238403},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3732636570930481},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18054109811782837},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08143535256385803}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.8748061060905457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8601810932159424},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.48904284834861755},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.43636447191238403},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3732636570930481},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18054109811782837},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08143535256385803},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mcom.004.2400210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.004.2400210","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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 Communications Magazine","raw_type":"journal-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/W1952161176","https://openalex.org/W2425916150","https://openalex.org/W2483172724","https://openalex.org/W2871261967","https://openalex.org/W2963629772","https://openalex.org/W3006882429","https://openalex.org/W3155917225","https://openalex.org/W3158977067","https://openalex.org/W3186164875","https://openalex.org/W3200256144","https://openalex.org/W3206677816","https://openalex.org/W3215167437","https://openalex.org/W4296438069","https://openalex.org/W4312076515"],"related_works":["https://openalex.org/W4280617453","https://openalex.org/W3010781909","https://openalex.org/W4200233390","https://openalex.org/W4315705624","https://openalex.org/W3116386889","https://openalex.org/W4313218046","https://openalex.org/W2605443953","https://openalex.org/W2943138144","https://openalex.org/W1604340626","https://openalex.org/W3127289135"],"abstract_inverted_index":{"Recent":[0],"smart":[1,77,96,104,155,179,199],"grid":[2],"advancements":[3],"enable":[4],"nearreal-":[5],"time":[6],"reporting":[7],"of":[8,30,69,90,110,130,144,148,163,166,177],"electricity":[9],"consumption,":[10],"raising":[11],"concerns":[12],"about":[13],"consumer":[14],"privacy.":[15,64],"Differential":[16],"privacy":[17,24,74,108,119,137,171],"(DP)":[18],"has":[19,79],"emerged":[20],"as":[21],"a":[22,27,38,70,151],"viable":[23],"solution,":[25],"where":[26],"calculated":[28],"amount":[29],"noise":[31],"is":[32],"added":[33],"to":[34,55,181],"the":[35,52,66,88,107,122,128,136,142,161,164,167,175],"data":[36,54,112,168],"by":[37],"trusted":[39],"third":[40],"party,":[41],"or":[42],"individual":[43],"users":[44],"perturb":[45],"their":[46,125],"information":[47],"locally":[48],"and":[49,62,113,127,172,174],"only":[50],"send":[51],"randomized":[53],"an":[56,92,131],"aggregator":[57],"for":[58,76,95,106,117,134,154,157,191,198],"analysis,":[59],"safeguarding":[60],"user's":[61],"aggregator's":[63],"However,":[65],"practical":[67,152,193],"implementation":[68],"local":[71],"DP-based":[72],"(LDP)":[73],"model":[75,94],"grids":[78,105,156,180],"its":[80],"own":[81],"challenges.":[82],"In":[83],"this":[84],"article,":[85],"we":[86,185],"discuss":[87,114,141,186],"challenges":[89,143],"implementing":[91],"LDP-based":[93,178,196],"grids.":[97,200],"We":[98,139],"compare":[99],"existing":[100,123],"LDP":[101,149],"mechanisms":[102],"in":[103,121,189,195],"preservation":[109],"numerical":[111],"different":[115,158],"methods":[116],"selecting":[118,135],"parameters":[120],"literature,":[124],"limitations,":[126],"non-existence":[129],"optimal":[132],"method":[133],"parameters.":[138],"also":[140],"translating":[145],"theoretical":[146],"models":[147,197],"into":[150],"setting":[153],"utility":[159],"functions,":[160],"impact":[162],"size":[165],"set":[169],"on":[170],"accuracy,":[173],"vulnerability":[176],"manipulation":[182],"attacks.":[183],"Finally,":[184],"future":[187],"directions":[188],"research":[190],"better":[192],"applications":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2025-10-10T00:00:00"}
