{"id":"https://openalex.org/W2005991198","doi":"https://doi.org/10.1109/infocom.2014.6847974","title":"Achieving differential privacy of data disclosure in the smart grid","display_name":"Achieving differential privacy of data disclosure in the smart grid","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W2005991198","doi":"https://doi.org/10.1109/infocom.2014.6847974","mag":"2005991198"},"language":"en","primary_location":{"id":"doi:10.1109/infocom.2014.6847974","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2014.6847974","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2014 - IEEE Conference on Computer Communications","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/A5101976608","display_name":"Jing Zhao","orcid":"https://orcid.org/0000-0002-0346-3292"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jing Zhao","raw_affiliation_strings":["Department of Computer Science, Illinois Institute of Technology, Chicago, IL, USA","Department of Computer Science, Illinois Institute of Technology, Chicago, IL, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Illinois Institute of Technology, Chicago, IL, USA","institution_ids":["https://openalex.org/I180949307"]},{"raw_affiliation_string":"Department of Computer Science, Illinois Institute of Technology, Chicago, IL, USA#TAB#","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000818365","display_name":"Taeho Jung","orcid":"https://orcid.org/0000-0002-9082-0357"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taeho Jung","raw_affiliation_strings":["Department of Computer Science, Illinois Institute of Technology, Chicago, IL, USA","Department of Computer Science, Illinois Institute of Technology, Chicago, IL, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Illinois Institute of Technology, Chicago, IL, USA","institution_ids":["https://openalex.org/I180949307"]},{"raw_affiliation_string":"Department of Computer Science, Illinois Institute of Technology, Chicago, IL, USA#TAB#","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100445368","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0003-3511-0288"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["Department of Computer Science, University of North Carolina at Charlotte, Charlotte, NC, USA","[Dept. of Comput. Sci., Univ. of North Carolina at Charlotte, Charlotte, NC, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of North Carolina at Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]},{"raw_affiliation_string":"[Dept. of Comput. Sci., Univ. of North Carolina at Charlotte, Charlotte, NC, USA]","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100341802","display_name":"Xiang\u2010Yang Li","orcid":"https://orcid.org/0000-0002-6070-6625"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xiangyang Li","raw_affiliation_strings":["Department of Computer Science and Technology and TNLIST, Tsinghua University, Beijing, China","Department of Computer Science, Illinois Institute of Technology, Chicago, IL, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology and TNLIST, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science, Illinois Institute of Technology, Chicago, IL, USA#TAB#","institution_ids":["https://openalex.org/I180949307"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.3406,"has_fulltext":false,"cited_by_count":155,"citation_normalized_percentile":{"value":0.98954044,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"504","last_page":"512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994999766349792,"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":0.9994999766349792,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9993000030517578,"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":0.9988999962806702,"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/differential-privacy","display_name":"Differential privacy","score":0.800848126411438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.771052360534668},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.7692133188247681},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5041443109512329},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.4990241527557373},{"id":"https://openalex.org/keywords/human-multitasking","display_name":"Human multitasking","score":0.4808693528175354},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.48066747188568115},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.44300568103790283},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.4384714663028717},{"id":"https://openalex.org/keywords/metering-mode","display_name":"Metering mode","score":0.4224911332130432},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.41534528136253357},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3484117090702057},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.34292688965797424},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2347460389137268},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13777074217796326}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.800848126411438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.771052360534668},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.7692133188247681},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5041443109512329},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.4990241527557373},{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.4808693528175354},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.48066747188568115},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.44300568103790283},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.4384714663028717},{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.4224911332130432},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.41534528136253357},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3484117090702057},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.34292688965797424},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2347460389137268},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13777074217796326},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/infocom.2014.6847974","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2014.6847974","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2014 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.640.5835","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.640.5835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.iit.edu/~xli/paper/Conf/smart-info14.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1557833142","https://openalex.org/W1756653398","https://openalex.org/W1873763122","https://openalex.org/W1993116423","https://openalex.org/W2010314082","https://openalex.org/W2015301586","https://openalex.org/W2036169870","https://openalex.org/W2038178117","https://openalex.org/W2042469398","https://openalex.org/W2046998492","https://openalex.org/W2048862659","https://openalex.org/W2049934117","https://openalex.org/W2071637194","https://openalex.org/W2077902449","https://openalex.org/W2090714657","https://openalex.org/W2096363080","https://openalex.org/W2101771965","https://openalex.org/W2114434656","https://openalex.org/W2121671350","https://openalex.org/W2123820077","https://openalex.org/W2123910460","https://openalex.org/W2131177460","https://openalex.org/W2146298203","https://openalex.org/W2152048686","https://openalex.org/W2154086287","https://openalex.org/W2161708246","https://openalex.org/W2168405694","https://openalex.org/W2169570643","https://openalex.org/W2317700292","https://openalex.org/W2499002200","https://openalex.org/W2911978475","https://openalex.org/W2950929549","https://openalex.org/W3099303134","https://openalex.org/W6633508582","https://openalex.org/W6639246211","https://openalex.org/W6659480179","https://openalex.org/W6673283498","https://openalex.org/W6758947373"],"related_works":["https://openalex.org/W4312869071","https://openalex.org/W2028978355","https://openalex.org/W1990698919","https://openalex.org/W2077996342","https://openalex.org/W2561882072","https://openalex.org/W2499925746","https://openalex.org/W1981973816","https://openalex.org/W1136749283","https://openalex.org/W3001000335","https://openalex.org/W4310881972"],"abstract_inverted_index":{"The":[0],"smart":[1,21,114],"grid":[2],"introduces":[3],"new":[4],"privacy":[5,112,134],"implications":[6],"to":[7,13,37,48,73,78],"individuals":[8],"and":[9,70,75,89,127,152,168,178],"their":[10],"family":[11],"due":[12],"the":[14,39,43,54,79,111,122,136,155,161,166,169,176,181],"fine-grained":[15],"usage":[16],"data":[17,23],"collection.":[18],"For":[19],"example,":[20],"metering":[22],"could":[24],"reveal":[25],"highly":[26],"accurate":[27],"real-time":[28],"home":[29],"appliance":[30,51],"energy":[31],"load,":[32],"which":[33,62,147,158],"may":[34],"be":[35],"used":[36],"infer":[38],"human":[40],"activities":[41],"inside":[42],"houses.":[44],"One":[45],"effective":[46],"way":[47],"hide":[49],"actual":[50],"loads":[52],"from":[53,172],"outsiders":[55],"is":[56,65],"Battery-based":[57],"Load":[58],"Hiding":[59],"(BLH),":[60],"in":[61,135],"a":[63,142],"battery":[64],"installed":[66],"for":[67],"each":[68],"household":[69],"smartly":[71],"controlled":[72],"store":[74],"supply":[76],"power":[77],"appliances.":[80],"Even":[81],"though":[82],"such":[83],"technique":[84],"has":[85],"been":[86],"demonstrated":[87],"useful":[88],"can":[90,101],"prevent":[91],"certain":[92],"types":[93],"of":[94,97,113,180],"attacks,":[95],"none":[96],"existing":[98,124,185],"BLH":[99,125,137,145,162,186],"works":[100],"provide":[102],"probably":[103],"privacy-preserving":[104],"mechanisms.":[105],"In":[106],"this":[107],"paper,":[108],"we":[109],"investigate":[110],"meters":[115],"via":[116],"differential":[117,133,150],"privacy.":[118],"We":[119,139],"first":[120],"analyze":[121],"current":[123],"methods":[126],"show":[128,175],"that":[129],"they":[130],"cannot":[131],"guarantee":[132],"problem.":[138],"then":[140],"propose":[141,154],"novel":[143],"randomized":[144],"algorithm":[146,157,163],"successfully":[148],"assures":[149],"privacy,":[151],"further":[153],"Multitasking-BLH-Exp3":[156],"adaptively":[159],"updates":[160],"based":[164],"on":[165],"context":[167],"constraints.":[170],"Results":[171],"extensive":[173],"simulations":[174],"efficiency":[177],"effectiveness":[179],"proposed":[182],"method":[183],"over":[184],"methods.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":23},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":21},{"year":2016,"cited_by_count":20},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":2}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2025-10-10T00:00:00"}
