{"id":"https://openalex.org/W3048853384","doi":"https://doi.org/10.1109/tdsc.2020.3015886","title":"Efficient and Secure Outsourcing of Differentially Private Data Publishing With Multiple Evaluators","display_name":"Efficient and Secure Outsourcing of Differentially Private Data Publishing With Multiple Evaluators","publication_year":2020,"publication_date":"2020-08-11","ids":{"openalex":"https://openalex.org/W3048853384","doi":"https://doi.org/10.1109/tdsc.2020.3015886","mag":"3048853384"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2020.3015886","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2020.3015886","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/A5100364819","display_name":"Jin Li","orcid":"https://orcid.org/0000-0003-0385-8793"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Li","raw_affiliation_strings":["Institute of Artificial Intelligence and Blockchain, Guangzhou University, Guangzhou, China","Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-0385-8793","affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Blockchain, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069606493","display_name":"Heng Ye","orcid":"https://orcid.org/0000-0002-6560-9883"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Ye","raw_affiliation_strings":["Beijing Key Laboratory of Security and Privacy in Intelligent Transportation, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6560-9883","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Security and Privacy in Intelligent Transportation, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359059","display_name":"Tong Li","orcid":"https://orcid.org/0000-0003-3678-8402"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Li","raw_affiliation_strings":["College of Cyber Science and the College of Computer Science, Nankai University, Tianjin, China","School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3678-8402","affiliations":[{"raw_affiliation_string":"College of Cyber Science and the College of Computer Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100777576","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-5974-1589"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Beijing Key Laboratory of Security and Privacy in Intelligent Transportation, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5974-1589","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Security and Privacy in Intelligent Transportation, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001879281","display_name":"Wenjing Lou","orcid":"https://orcid.org/0000-0002-2421-4623"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenjing Lou","raw_affiliation_strings":["Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA"],"raw_orcid":"https://orcid.org/0000-0002-2421-4623","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059824798","display_name":"Y. Thomas Hou","orcid":"https://orcid.org/0000-0003-3716-5768"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Y. Thomas Hou","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA"],"raw_orcid":"https://orcid.org/0000-0003-3716-5768","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Virginia Polytechnic Institute and State University, Blacksburg, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070828650","display_name":"Jiqiang Liu","orcid":"https://orcid.org/0000-0003-1147-4327"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiqiang Liu","raw_affiliation_strings":["Beijing Key Laboratory of Security and Privacy in Intelligent Transportation, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1147-4327","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Security and Privacy in Intelligent Transportation, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070447777","display_name":"Rongxing Lu","orcid":"https://orcid.org/0000-0001-5720-0941"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rongxing Lu","raw_affiliation_strings":["Faculty of Computer Science, University of New Brunswick, Fredericton, NB, Canada"],"raw_orcid":"https://orcid.org/0000-0001-5720-0941","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, University of New Brunswick, Fredericton, NB, Canada","institution_ids":["https://openalex.org/I106938459"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.6491,"has_fulltext":false,"cited_by_count":71,"citation_normalized_percentile":{"value":0.97412256,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"19","issue":"1","first_page":"67","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T10237","display_name":"Cryptography and Data Security","score":0.9995999932289124,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9562404155731201},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8657339811325073},{"id":"https://openalex.org/keywords/outsourcing","display_name":"Outsourcing","score":0.7872294783592224},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6393858194351196},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5470623970031738},{"id":"https://openalex.org/keywords/privacy-software","display_name":"Privacy software","score":0.48284846544265747},{"id":"https://openalex.org/keywords/data-publishing","display_name":"Data publishing","score":0.4814850091934204},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.48039013147354126},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4467957019805908},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.4321857690811157},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41783255338668823},{"id":"https://openalex.org/keywords/publishing","display_name":"Publishing","score":0.3394550383090973},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2511467933654785},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13009241223335266}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.9562404155731201},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8657339811325073},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.7872294783592224},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6393858194351196},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5470623970031738},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.48284846544265747},{"id":"https://openalex.org/C2781396290","wikidata":"https://www.wikidata.org/wiki/Q17051824","display_name":"Data publishing","level":3,"score":0.4814850091934204},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.48039013147354126},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4467957019805908},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.4321857690811157},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41783255338668823},{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.3394550383090973},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2511467933654785},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13009241223335266},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tdsc.2020.3015886","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2020.3015886","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":[{"id":"https://metadata.un.org/sdg/9","score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1382827345","display_name":null,"funder_award_id":"61702125","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3814875541","display_name":null,"funder_award_id":"U1936218","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5812312915","display_name":null,"funder_award_id":"61802078","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1569778844","https://openalex.org/W1873037073","https://openalex.org/W1873763122","https://openalex.org/W1990503647","https://openalex.org/W2005107218","https://openalex.org/W2012873258","https://openalex.org/W2022542865","https://openalex.org/W2024021429","https://openalex.org/W2050164782","https://openalex.org/W2053637704","https://openalex.org/W2057576485","https://openalex.org/W2061643296","https://openalex.org/W2078212354","https://openalex.org/W2093367651","https://openalex.org/W2096803423","https://openalex.org/W2097272254","https://openalex.org/W2099259603","https://openalex.org/W2119219356","https://openalex.org/W2122290076","https://openalex.org/W2123733729","https://openalex.org/W2123820077","https://openalex.org/W2124612670","https://openalex.org/W2138865266","https://openalex.org/W2139336600","https://openalex.org/W2139776930","https://openalex.org/W2153193245","https://openalex.org/W2164795067","https://openalex.org/W2167372639","https://openalex.org/W2169570643","https://openalex.org/W2170444562","https://openalex.org/W2293703278","https://openalex.org/W2438870418","https://openalex.org/W2507062236","https://openalex.org/W2550236071","https://openalex.org/W2597998853","https://openalex.org/W2604462068","https://openalex.org/W2612012086","https://openalex.org/W2805074088","https://openalex.org/W2886003132","https://openalex.org/W2904364493","https://openalex.org/W2952022770","https://openalex.org/W6638337754","https://openalex.org/W6676246221","https://openalex.org/W6718865826","https://openalex.org/W6751922297"],"related_works":["https://openalex.org/W2961912854","https://openalex.org/W3094463742","https://openalex.org/W2915559073","https://openalex.org/W2884294946","https://openalex.org/W3209392453","https://openalex.org/W3169192711","https://openalex.org/W4241535341","https://openalex.org/W4234819362","https://openalex.org/W3132022922","https://openalex.org/W4387193529"],"abstract_inverted_index":{"Since":[0],"big":[1],"data":[2,14,151],"becomes":[3],"a":[4,55,138,169,181],"main":[5],"impetus":[6],"to":[7,53,67,69,80,142,158],"the":[8,26,126,133,177,195],"next":[9],"generation":[10],"of":[11,76,176,197],"IT":[12],"industry,":[13],"privacy":[15,27,30,48,77,114,145],"has":[16,31],"received":[17],"considerable":[18],"attention":[19],"in":[20,95],"recent":[21],"years.":[22],"To":[23,92,124],"deal":[24],"with":[25,45],"challenges,":[28],"differential":[29,47,105,113],"been":[32],"widely":[33],"discussed":[34],"and":[35,72,90,120],"related":[36],"private":[37],"mechanisms":[38,78,146],"are":[39],"proposed":[40,154],"as":[41],"privacy-enhancing":[42],"techniques.":[43],"However,":[44],"today’s":[46],"techniques,":[49],"it":[50],"is":[51,174],"difficult":[52],"generate":[54],"sanitized":[56],"dataset":[57],"that":[58,136,166],"can":[59],"suit":[60],"every":[61],"machine":[62],"learning":[63],"task.":[64],"In":[65],"order":[66],"adapt":[68],"various":[70],"tasks":[71],"budgets,":[73],"different":[74],"kinds":[75],"have":[79],"be":[81],"implemented,":[82],"which":[83,173,193],"inevitably":[84],"incur":[85],"enormous":[86],"costs":[87],"for":[88,103,180],"computation":[89],"interaction.":[91],"this":[93,96],"end,":[94],"article,":[97],"we":[98,131,185],"propose":[99],"two":[100],"novel":[101],"schemes":[102,155],"outsourcing":[104,112],"privacy.":[106],"The":[107],"first":[108],"scheme":[109,135],"efficiently":[110],"achieves":[111],"by":[115],"using":[116],"our":[117,153,198],"preprocessing":[118],"method":[119],"secure":[121],"building":[122],"blocks.":[123],"support":[125],"queries":[127],"from":[128],"multiple":[129,148],"evaluators,":[130],"give":[132],"second":[134],"employs":[137],"trusted":[139],"execution":[140],"environment":[141],"aggregately":[143],"implement":[144],"on":[147,190],"queries.":[149],"During":[150],"publishing,":[152],"allow":[156],"providers":[157],"go":[159],"off-line":[160],"after":[161],"uploading":[162],"their":[163],"datasets,":[164,192],"so":[165],"they":[167],"achieve":[168],"low":[170],"communication":[171],"cost":[172],"one":[175],"critical":[178],"requirements":[179],"practical":[182],"system.":[183],"Finally,":[184],"report":[186],"an":[187],"experimental":[188],"evaluation":[189],"UCI":[191],"confirms":[194],"effectiveness":[196],"schemes.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":28},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}