{"id":"https://openalex.org/W3037847007","doi":"https://doi.org/10.1109/smartgridcomm47815.2020.9302948","title":"On the Impact of Side Information on Smart Meter Privacy-Preserving Methods","display_name":"On the Impact of Side Information on Smart Meter Privacy-Preserving Methods","publication_year":2020,"publication_date":"2020-11-11","ids":{"openalex":"https://openalex.org/W3037847007","doi":"https://doi.org/10.1109/smartgridcomm47815.2020.9302948","mag":"3037847007"},"language":"en","primary_location":{"id":"doi:10.1109/smartgridcomm47815.2020.9302948","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm47815.2020.9302948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://export.arxiv.org/pdf/2006.16062","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056073946","display_name":"Mohammadhadi Shateri","orcid":"https://orcid.org/0000-0003-4186-2910"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mohammadhadi Shateri","raw_affiliation_strings":["McGill University, Montreal, Canada","\u2002McGill University Montreal, Canada,"],"affiliations":[{"raw_affiliation_string":"McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"\u2002McGill University Montreal, Canada,","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016942455","display_name":"Francisco Messina","orcid":"https://orcid.org/0000-0002-9308-2572"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Francisco Messina","raw_affiliation_strings":["McGill University, Montreal, Canada","\u2002McGill University Montreal, Canada,"],"affiliations":[{"raw_affiliation_string":"McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"\u2002McGill University Montreal, Canada,","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071189599","display_name":"Pablo Piantanida","orcid":"https://orcid.org/0000-0002-8717-2117"},"institutions":[{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pablo Piantanida","raw_affiliation_strings":["CentraleSup\u00e9lec-CNRS-Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","CentraleSup\u00e9lec, CNRS, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France"],"affiliations":[{"raw_affiliation_string":"CentraleSup\u00e9lec-CNRS-Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CentraleSup\u00e9lec, CNRS, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051595564","display_name":"Fabrice Labeau","orcid":"https://orcid.org/0000-0001-5814-9156"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fabrice Labeau","raw_affiliation_strings":["McGill University, Montreal, Canada","\u2002McGill University Montreal, Canada,"],"affiliations":[{"raw_affiliation_string":"McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"\u2002McGill University Montreal, Canada,","institution_ids":["https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056073946"],"corresponding_institution_ids":["https://openalex.org/I5023651"],"apc_list":null,"apc_paid":null,"fwci":0.2975,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54929671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"27","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":0.998199999332428,"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":0.998199999332428,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9975000023841858,"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":0.996999979019165,"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/adversary","display_name":"Adversary","score":0.8480130434036255},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.70587158203125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6805463433265686},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.6194413900375366},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.5524729490280151},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5313782095909119},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5270671844482422},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49432969093322754},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.4933904707431793},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4569225311279297},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41170990467071533},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4049874246120453},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37059658765792847},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2074192464351654},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16739565134048462}],"concepts":[{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.8480130434036255},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.70587158203125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6805463433265686},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6194413900375366},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.5524729490280151},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5313782095909119},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5270671844482422},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49432969093322754},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.4933904707431793},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4569225311279297},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41170990467071533},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4049874246120453},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37059658765792847},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2074192464351654},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16739565134048462},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/smartgridcomm47815.2020.9302948","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm47815.2020.9302948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","raw_type":"proceedings-article"},{"id":"mag:3037847007","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2006.16062","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:HAL:hal-04137018v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04137018","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), Nov 2020, Tempe, Italy. pp.1-6, &#x27E8;10.1109/smartgridcomm47815.2020.9302948&#x27E9;","raw_type":"Conference papers"},{"id":"pmh:oai:escholarship.mcgill.ca:v118rk27v","is_oa":false,"landing_page_url":"https://escholarship.mcgill.ca/concern/articles/v118rk27v","pdf_url":null,"source":{"id":"https://openalex.org/S4306401568","display_name":"eScholarship@McGill (McGill)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5023651","host_organization_name":"McGill University","host_organization_lineage":["https://openalex.org/I5023651"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:espace2.etsmtl.ca:24886","is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/24886/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Compte rendu de conf\u00e9rence"},{"id":"doi:10.48550/arxiv.2006.16062","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2006.16062","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"mag:3037847007","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2006.16062","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6200000047683716,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310638","display_name":"McGill University","ror":"https://ror.org/01pxwe438"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W103892688","https://openalex.org/W1554944419","https://openalex.org/W1975153313","https://openalex.org/W1997176470","https://openalex.org/W2038178117","https://openalex.org/W2064675550","https://openalex.org/W2107659291","https://openalex.org/W2107878631","https://openalex.org/W2116261113","https://openalex.org/W2156740744","https://openalex.org/W2159065056","https://openalex.org/W2462045069","https://openalex.org/W2483172724","https://openalex.org/W2484420926","https://openalex.org/W2590802644","https://openalex.org/W2746431867","https://openalex.org/W2767708782","https://openalex.org/W2776793888","https://openalex.org/W2786918196","https://openalex.org/W2787117458","https://openalex.org/W2917440896","https://openalex.org/W2962986088","https://openalex.org/W2963888291","https://openalex.org/W2991399560","https://openalex.org/W2993016614","https://openalex.org/W3011452552","https://openalex.org/W3011646287","https://openalex.org/W3012201832","https://openalex.org/W3012348506","https://openalex.org/W3035206956","https://openalex.org/W3039148810","https://openalex.org/W3106624205","https://openalex.org/W3215186461","https://openalex.org/W6604244870","https://openalex.org/W6645035481","https://openalex.org/W6674851815","https://openalex.org/W6775306609","https://openalex.org/W6779518047"],"related_works":["https://openalex.org/W3114988078","https://openalex.org/W3039148810","https://openalex.org/W3106624205","https://openalex.org/W2888121718","https://openalex.org/W1547847136","https://openalex.org/W189451467","https://openalex.org/W3009521130","https://openalex.org/W3103401990","https://openalex.org/W2566989010","https://openalex.org/W1973813829","https://openalex.org/W3121797687","https://openalex.org/W3113284709","https://openalex.org/W2803739768","https://openalex.org/W2794831092","https://openalex.org/W2757411787","https://openalex.org/W3200727301","https://openalex.org/W3041801026","https://openalex.org/W3016222875","https://openalex.org/W2800738094","https://openalex.org/W3012371400"],"abstract_inverted_index":{"Smart":[0],"meters":[1],"(SMs)":[2],"can":[3],"pose":[4],"privacy":[5,103,237],"threats":[6],"for":[7,38,75],"consumers,":[8],"an":[9,66,180],"issue":[10],"that":[11,192],"has":[12],"received":[13,155],"significant":[14],"attention":[15],"in":[16,49,113,146,220,234],"recent":[17],"years.":[18],"This":[19],"paper":[20],"studies":[21],"the":[22,29,51,73,82,88,102,108,114,121,125,131,137,141,144,147,153,157,187,190,196,200,213,218,222,229],"impact":[23],"of":[24,31,118,124,168,189,231,246],"Side":[25],"Information":[26,90],"(SI)":[27],"on":[28,100,152],"performance":[30,167],"possible":[32],"attacks":[33],"to":[34,135,162,184,194,228],"real-time":[35],"privacy-preserving":[36],"algorithms":[37,171],"SMs.":[39],"In":[40],"particular,":[41],"we":[42],"consider":[43],"a":[44,56],"deep":[45],"adversarial":[46],"learning":[47],"framework,":[48],"which":[50,54],"desired":[52],"releaser,":[53],"is":[55,61,105,160,172,225],"Recurrent":[57],"Neural":[58],"Network":[59],"(RNN),":[60],"trained":[62],"by":[63],"fighting":[64],"against":[65],"adversary":[67,132,138,158],"network":[68],"until":[69],"convergence.":[70],"To":[71],"define":[72],"objective":[74],"training,":[76],"two":[77,170],"different":[78],"approaches":[79,98],"are":[80,239,248],"considered:":[81],"Causal":[83],"Adversarial":[84],"Learning":[85],"(CAL)":[86],"and":[87,128,159],"Directed":[89],"(DI)-based":[91],"learning.":[92],"The":[93,111,166,204],"main":[94],"difference":[95],"between":[96],"these":[97,169],"relies":[99,151],"how":[101],"term":[104],"measured":[106],"during":[107],"training":[109],"process.":[110],"releaser":[112,145],"CAL":[115,223],"method,":[116],"disposing":[117],"supervision":[119],"from":[120,130,156,199],"actual":[122],"values":[123],"private":[126],"variables":[127],"feedback":[129,154],"performance,":[133],"tries":[134,193],"minimize":[136],"log-likelihood.":[139],"On":[140],"other":[142],"hand,":[143],"DI":[148],"approach":[149],"completely":[150],"optimized":[161],"maximize":[163],"its":[164],"uncertainty.":[165],"evaluated":[173],"empirically":[174],"using":[175],"real-world":[176],"SMs":[177,202],"data,":[178],"considering":[179],"attacker":[181,214],"with":[182],"access":[183],"SI":[185,247],"(e.g.,":[186],"day":[188],"week)":[191],"infer":[195],"occupancy":[197],"status":[198],"released":[201],"data.":[203],"results":[205],"show":[206],"that,":[207],"although":[208],"they":[209],"perform":[210],"similarly":[211],"when":[212,243],"does":[215],"not":[216],"exploit":[217],"SI,":[219],"general,":[221],"method":[224],"less":[226],"sensitive":[227],"inclusion":[230],"SI.":[232],"However,":[233],"both":[235],"cases,":[236],"levels":[238],"significantly":[240],"affected,":[241],"particularly":[242],"multiple":[244],"sources":[245],"included.":[249]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
