{"id":"https://openalex.org/W2909896054","doi":"https://doi.org/10.1109/tdsc.2019.2892447","title":"Data-Driven Spectrum Trading with Secondary Users\u2019 Differential Privacy Preservation","display_name":"Data-Driven Spectrum Trading with Secondary Users\u2019 Differential Privacy Preservation","publication_year":2019,"publication_date":"2019-01-14","ids":{"openalex":"https://openalex.org/W2909896054","doi":"https://doi.org/10.1109/tdsc.2019.2892447","mag":"2909896054"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2019.2892447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2019.2892447","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/A5100319501","display_name":"Jingyi Wang","orcid":"https://orcid.org/0000-0002-4988-5626"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jingyi Wang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA"],"raw_orcid":"https://orcid.org/0000-0002-4988-5626","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xinyue Zhang","orcid":"https://orcid.org/0000-0003-0055-3062"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinyue Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA"],"raw_orcid":"https://orcid.org/0000-0003-0055-3062","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032707509","display_name":"Qixun Zhang","orcid":"https://orcid.org/0000-0003-0055-3062"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qixun Zhang","raw_affiliation_strings":["Wireless Technology Innovation Institute, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wireless Technology Innovation Institute, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100351429","display_name":"Ming Li","orcid":"https://orcid.org/0000-0002-4303-2438"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming Li","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Texas at Arlington, Arlington, TX, USA"],"raw_orcid":"https://orcid.org/0000-0002-4303-2438","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Texas at Arlington, Arlington, TX, USA","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081180851","display_name":"Yuanxiong Guo","orcid":"https://orcid.org/0000-0003-2241-125X"},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuanxiong Guo","raw_affiliation_strings":["School of Electrical and Computer Engineering, Oklahoma State University, Stillwater, OK, USA"],"raw_orcid":"https://orcid.org/0000-0003-2241-125X","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Oklahoma State University, Stillwater, OK, USA","institution_ids":["https://openalex.org/I115475287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001714538","display_name":"Zhiyong Feng","orcid":"https://orcid.org/0000-0001-5322-222X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyong Feng","raw_affiliation_strings":["Wireless Technology Innovation Institute, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5322-222X","affiliations":[{"raw_affiliation_string":"Wireless Technology Innovation Institute, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047722991","display_name":"Miao Pan","orcid":"https://orcid.org/0000-0003-2138-4413"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miao Pan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA"],"raw_orcid":"https://orcid.org/0000-0003-2138-4413","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0284,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.87373564,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"18","issue":"1","first_page":"438","last_page":"447"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9921000003814697,"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/differential-privacy","display_name":"Differential privacy","score":0.782554030418396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7352516055107117},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.5220919847488403},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.4617166221141815},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.44233208894729614},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.3786082863807678},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3381403088569641},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3251904249191284},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2814335823059082},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10426732897758484}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.782554030418396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7352516055107117},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.5220919847488403},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.4617166221141815},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.44233208894729614},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3786082863807678},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3381403088569641},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3251904249191284},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2814335823059082},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10426732897758484},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"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.2019.2892447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2019.2892447","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":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G1146459129","display_name":null,"funder_award_id":"US CNS-1343361","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3407581803","display_name":null,"funder_award_id":"ECCS1711991","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3421154532","display_name":null,"funder_award_id":"CNS-1350230","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3691212197","display_name":null,"funder_award_id":"CNS-1646607.","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4140924936","display_name":null,"funder_award_id":"61631003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4481421163","display_name":null,"funder_award_id":"L172049","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G6032895720","display_name":null,"funder_award_id":"CNS-1801925","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6755927431","display_name":null,"funder_award_id":"CNS-1566634","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G721611289","display_name":null,"funder_award_id":"CNS-1702850","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8250112729","display_name":null,"funder_award_id":"61525101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1547854373","https://openalex.org/W1966287333","https://openalex.org/W1985485037","https://openalex.org/W1990599324","https://openalex.org/W1996746490","https://openalex.org/W2007817872","https://openalex.org/W2025533349","https://openalex.org/W2027595342","https://openalex.org/W2056788611","https://openalex.org/W2059120410","https://openalex.org/W2092821066","https://openalex.org/W2092866161","https://openalex.org/W2109426455","https://openalex.org/W2126383763","https://openalex.org/W2130520930","https://openalex.org/W2144369278","https://openalex.org/W2164187475","https://openalex.org/W2164402548","https://openalex.org/W2374131623","https://openalex.org/W2483823355","https://openalex.org/W2493778642","https://openalex.org/W2529382520","https://openalex.org/W2585537264","https://openalex.org/W4205228770","https://openalex.org/W4206038828"],"related_works":["https://openalex.org/W3033759733","https://openalex.org/W1990534671","https://openalex.org/W2953239333","https://openalex.org/W2103744685","https://openalex.org/W2130966263","https://openalex.org/W2172150932","https://openalex.org/W4221146014","https://openalex.org/W4288099636","https://openalex.org/W2953892398","https://openalex.org/W3143451908"],"abstract_inverted_index":{"Spectrum":[0],"trading":[1,41],"benefits":[2],"both":[3,196],"secondary":[4,68,74],"users":[5,9],"(SUs)":[6],"and":[7,25,47,72,77,90,137,191,199],"primary":[8,63],"(PUs),":[10],"while":[11],"it":[12,164],"poses":[13],"great":[14],"challenges":[15],"to":[16,94,101,111,125,129,141,154],"maximize":[17],"PUs'":[18,45],"revenue,":[19],"since":[20],"SUs'":[21,49,114,118,135,176],"demands":[22],"are":[23],"uncertain":[24],"individual":[26],"SU's":[27],"traffic":[28,75],"portfolio":[29],"contains":[30],"private":[31],"information.":[32],"In":[33],"this":[34],"paper,":[35],"we":[36,54,178],"propose":[37],"a":[38,56,185],"data-driven":[39,123],"spectrum":[40,87,93],"scheme":[42],"which":[43],"maximizes":[44],"revenue":[46,181],"preserves":[48],"demand":[50,144,157,167],"differential":[51,158],"privacy.":[52],"Briefly,":[53],"introduce":[55],"novel":[57],"network":[58],"architecture":[59],"consisting":[60],"of":[61,134,146,160],"the":[62,67,73,81,92,120,131,143,150,156,166,171,174,180],"service":[64,69],"provider":[65,70],"(PSP),":[66],"(SSP)":[71],"estimator":[76],"database":[78],"(STED).":[79],"Under":[80],"proposed":[82],"architecture,":[83],"PSP":[84,109],"aggregates":[85],"available":[86],"from":[88,170],"PUs,":[89],"sells":[91],"SSP":[95],"at":[96,103],"fixed":[97],"wholesale":[98],"price,":[99,105],"directly":[100],"SUs":[102,128,162],"spot":[104],"or":[106],"both.":[107],"The":[108],"has":[110],"accurately":[112],"estimate":[113,117,142],"demands.":[115],"To":[116],"demand,":[119,177],"STED":[121,151],"exploits":[122],"approach":[124],"choose":[126],"sampled":[127,161],"construct":[130],"reference":[132,139],"distribution":[133,140,145],"demands,":[136],"utilizes":[138],"all":[147],"SUs.":[148],"Moreover,":[149],"adds":[152],"noises":[153],"preserve":[155],"privacy":[159],"before":[163],"answers":[165],"estimation":[168],"queries":[169],"PSP.":[172],"With":[173],"estimated":[175],"formulate":[179],"maximization":[182],"problem":[183],"into":[184],"risk-averse":[186],"optimization,":[187],"develop":[188],"feasible":[189],"solutions,":[190],"verify":[192],"its":[193],"effectiveness":[194],"through":[195],"theoretical":[197],"proof":[198],"simulations.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
