{"id":"https://openalex.org/W3209583012","doi":"https://doi.org/10.1109/tdsc.2021.3124546","title":"Enabling Verifiable Privacy-Preserving Multi-Type Data Aggregation in Smart Grids","display_name":"Enabling Verifiable Privacy-Preserving Multi-Type Data Aggregation in Smart Grids","publication_year":2021,"publication_date":"2021-11-02","ids":{"openalex":"https://openalex.org/W3209583012","doi":"https://doi.org/10.1109/tdsc.2021.3124546","mag":"3209583012"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2021.3124546","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2021.3124546","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Dependable and Secure Computing","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/A5100362800","display_name":"Xiaojun Zhang","orcid":"https://orcid.org/0000-0003-3993-0478"},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojun Zhang","raw_affiliation_strings":["School of Computer Science, Southwest Petroleum University, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0003-3993-0478","affiliations":[{"raw_affiliation_string":"School of Computer Science, Southwest Petroleum University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I165745306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109192730","display_name":"Chao Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Huang","raw_affiliation_strings":["School of Cyber Science and Technology, Beihang University, Beijing, China","School of Computer Science, Southwest Petroleum University, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0002-8083-2135","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Computer Science, Southwest Petroleum University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I165745306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029752627","display_name":"Yuan Zhang","orcid":"https://orcid.org/0000-0002-7909-9845"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0002-7909-9845","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101425388","display_name":"Sheng Cao","orcid":"https://orcid.org/0000-0002-0929-9067"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Cao","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0002-0929-9067","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8996,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.94520098,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"19","issue":"6","first_page":"4225","last_page":"4239"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.9998000264167786,"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/T10237","display_name":"Cryptography and Data Security","score":0.9998000264167786,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9997000098228455,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9990000128746033,"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/computer-science","display_name":"Computer science","score":0.830377995967865},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.712633490562439},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.6540193557739258},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.6049282550811768},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.5099228620529175},{"id":"https://openalex.org/keywords/verifiable-secret-sharing","display_name":"Verifiable secret sharing","score":0.4558677673339844},{"id":"https://openalex.org/keywords/statistic","display_name":"Statistic","score":0.43369147181510925},{"id":"https://openalex.org/keywords/default-gateway","display_name":"Default gateway","score":0.4245941936969757},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.41067641973495483},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.40252766013145447},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4014437198638916},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37312179803848267},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.17829909920692444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.830377995967865},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.712633490562439},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.6540193557739258},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.6049282550811768},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.5099228620529175},{"id":"https://openalex.org/C85847156","wikidata":"https://www.wikidata.org/wiki/Q59015987","display_name":"Verifiable secret sharing","level":3,"score":0.4558677673339844},{"id":"https://openalex.org/C89128539","wikidata":"https://www.wikidata.org/wiki/Q1949963","display_name":"Statistic","level":2,"score":0.43369147181510925},{"id":"https://openalex.org/C187713609","wikidata":"https://www.wikidata.org/wiki/Q2465461","display_name":"Default gateway","level":2,"score":0.4245941936969757},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.41067641973495483},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40252766013145447},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4014437198638916},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37312179803848267},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.17829909920692444},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tdsc.2021.3124546","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2021.3124546","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Dependable and Secure Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2191614761","display_name":null,"funder_award_id":"2020M681316","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7168211412","display_name":null,"funder_award_id":"62002050","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8676141372","display_name":null,"funder_award_id":"61902327","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W89553247","https://openalex.org/W1557833142","https://openalex.org/W1610688607","https://openalex.org/W2028009605","https://openalex.org/W2042986815","https://openalex.org/W2055817410","https://openalex.org/W2074609553","https://openalex.org/W2078921071","https://openalex.org/W2089758604","https://openalex.org/W2106847810","https://openalex.org/W2111846054","https://openalex.org/W2119609004","https://openalex.org/W2132172731","https://openalex.org/W2135116650","https://openalex.org/W2166939545","https://openalex.org/W2244020866","https://openalex.org/W2327618738","https://openalex.org/W2337072530","https://openalex.org/W2523822903","https://openalex.org/W2524180003","https://openalex.org/W2553455317","https://openalex.org/W2588722782","https://openalex.org/W2615310803","https://openalex.org/W2725337021","https://openalex.org/W2731456185","https://openalex.org/W2733578733","https://openalex.org/W2762859738","https://openalex.org/W2763925543","https://openalex.org/W2786010450","https://openalex.org/W2789659149","https://openalex.org/W2802365653","https://openalex.org/W2802981749","https://openalex.org/W2809629291","https://openalex.org/W2886479491","https://openalex.org/W2887048535","https://openalex.org/W2888153919","https://openalex.org/W2890178353","https://openalex.org/W2898040395","https://openalex.org/W2900854145","https://openalex.org/W2903026886","https://openalex.org/W2914573678","https://openalex.org/W2921204284","https://openalex.org/W2922205787","https://openalex.org/W2930871722","https://openalex.org/W2943600914","https://openalex.org/W2948140566","https://openalex.org/W2949495942","https://openalex.org/W2953624427","https://openalex.org/W2959889059","https://openalex.org/W2960426479","https://openalex.org/W2963281491","https://openalex.org/W2964899773","https://openalex.org/W2972267773","https://openalex.org/W2993170066","https://openalex.org/W3006511881","https://openalex.org/W3036075578","https://openalex.org/W3102858866","https://openalex.org/W3108596449","https://openalex.org/W3117176175","https://openalex.org/W3154781724","https://openalex.org/W4236839279","https://openalex.org/W6739180335","https://openalex.org/W6762350473"],"related_works":["https://openalex.org/W3018909029","https://openalex.org/W3205631650","https://openalex.org/W2775355700","https://openalex.org/W2246071452","https://openalex.org/W2165970106","https://openalex.org/W1985785385","https://openalex.org/W1124398682","https://openalex.org/W4283216089","https://openalex.org/W4316660856","https://openalex.org/W2387071565"],"abstract_inverted_index":{"In":[0],"this":[1,94],"article,":[2],"we":[3,13,96],"analyze":[4],"the":[5,68,87,122,131,138,146,161,173],"inherent":[6],"characteristic":[7],"of":[8,23,51,71,133,163,175,185],"smart":[9,17,75,107],"grid":[10,76],"systems,":[11],"where":[12],"observe":[14],"that":[15,128],"a":[16,31,74,98,183,189],"meter":[18],"always":[19,35],"generates":[20],"different":[21,90],"types":[22],"electricity":[24],"consumption":[25],"data":[26,43,88,102,119,124,135,148,153,165],"for":[27,44,60,81,106],"one":[28],"user,":[29],"and":[30,56,63,85,120,136,187,197],"control":[32],"center":[33],"(CC)":[34],"conducts":[36],"an":[37,111],"in-depth":[38],"statistic":[39,139],"analysis":[40,140],"on":[41,145,167],"these":[42,48],"subsequent":[45],"services.":[46],"Among":[47],"data,":[49],"some":[50],"them":[52],"are":[53],"very":[54],"sensitive":[55],"should":[57],"be":[58],"prevented":[59],"any":[61],"leakage":[62],"modification.":[64],"Furthermore,":[65],"due":[66],"to":[67,83,115,125,159,193],"large":[69],"number":[70],"users":[72,91],"in":[73],"system,":[77],"it":[78],"is":[79],"advantageous":[80],"CC":[82,129,168],"receive":[84],"process":[86],"from":[89],"simultaneously.":[92],"To":[93],"end,":[95],"propose":[97],"verifiable":[99],"privacy-preserving":[100],"multi-type":[101,118],"aggregation":[103],"scheme":[104],"(VPMDA)":[105],"grids.":[108],"VPMDA":[109,158,176,186],"enables":[110],"aggregator":[112],"gateway":[113],"(AG)":[114],"aggregate":[116],"encrypted":[117],"forward":[121],"aggregated":[123,134,147],"CC,":[126],"such":[127],"checks":[130],"integrity":[132,166],"obtains":[137],"results":[141],"(e.g.,":[142],"average,":[143],"variance)":[144],"without":[149],"learning":[150],"each":[151],"individual":[152],"content.":[154],"We":[155,170,180],"further":[156],"extend":[157],"improve":[160],"performance":[162,191],"verifying":[164],"significantly.":[169],"formally":[171],"prove":[172],"security":[174],"against":[177],"various":[178],"attacks.":[179],"also":[181],"implement":[182],"prototype":[184],"conduct":[188],"comprehensive":[190],"evaluation":[192],"demonstrate":[194],"its":[195],"feasibility":[196],"efficiency.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":4}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
