{"id":"https://openalex.org/W4212773425","doi":"https://doi.org/10.1109/tifs.2022.3152409","title":"Towards Privacy-Preserving Spatial Distribution Crowdsensing: A Game Theoretic Approach","display_name":"Towards Privacy-Preserving Spatial Distribution Crowdsensing: A Game Theoretic Approach","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4212773425","doi":"https://doi.org/10.1109/tifs.2022.3152409"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2022.3152409","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2022.3152409","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Information Forensics and Security","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ink.library.smu.edu.sg/sis_research/7230","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045820857","display_name":"Yanbing Ren","orcid":"https://orcid.org/0000-0002-6780-1545"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanbing Ren","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks and the School of Cyber Engineering, Xidian University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks and the School of Cyber Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100626958","display_name":"Xinghua Li","orcid":"https://orcid.org/0000-0002-5583-4155"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinghua Li","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks and the School of Cyber Engineering, Xidian University, Xi&#x2019;an, China","Engineering Research Center of Big Data Security, Ministry of Education, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks and the School of Cyber Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Engineering Research Center of Big Data Security, Ministry of Education, Xi'an, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102885964","display_name":"Yinbin Miao","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinbin Miao","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks and the School of Cyber Engineering, Xidian University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks and the School of Cyber Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045876313","display_name":"Bin Luo","orcid":"https://orcid.org/0000-0001-5128-8604"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Luo","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks and the School of Cyber Engineering, Xidian University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks and the School of Cyber Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082041657","display_name":"Jian Weng","orcid":null},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Weng","raw_affiliation_strings":["College of Cyber Security, Jinan University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Cyber Security, Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001746807","display_name":"Kim\u2010Kwang Raymond Choo","orcid":"https://orcid.org/0000-0001-9208-5336"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kim-Kwang Raymond Choo","raw_affiliation_strings":["Department of Information Systems and Cyber Security, The University of Texas at San Antonio, San Antonio, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems and Cyber Security, The University of Texas at San Antonio, San Antonio, TX, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001712801","display_name":"Robert H. Deng","orcid":"https://orcid.org/0000-0003-3491-8146"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Robert H. Deng","raw_affiliation_strings":["School of Information Systems, Singapore Management University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Information Systems, Singapore Management University, Singapore","institution_ids":["https://openalex.org/I79891267"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5045820857"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":4.7838,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.95348837,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"17","issue":null,"first_page":"804","last_page":"818"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.9990000128746033,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.785085916519165},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5025515556335449},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.4561059772968292},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3823355734348297},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33868372440338135},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.13037696480751038},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11335396766662598}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.785085916519165},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5025515556335449},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.4561059772968292},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3823355734348297},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33868372440338135},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.13037696480751038},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11335396766662598},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tifs.2022.3152409","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2022.3152409","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Information Forensics and Security","raw_type":"journal-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-8233","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/7230","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"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":"https://doi.org/10.1109/TIFS.2022.3152409","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-8233","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/7230","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"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":"https://doi.org/10.1109/TIFS.2022.3152409","raw_type":"Journal Article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G1427926582","display_name":null,"funder_award_id":"U1736203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1819083007","display_name":null,"funder_award_id":"62125205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G564380355","display_name":null,"funder_award_id":"62072361","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6506919367","display_name":null,"funder_award_id":"JB211505","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8934533281","display_name":null,"funder_award_id":"U1708262","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/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1539417924","https://openalex.org/W1626398438","https://openalex.org/W1849004785","https://openalex.org/W1966517804","https://openalex.org/W2011022114","https://openalex.org/W2057516444","https://openalex.org/W2082894754","https://openalex.org/W2136917018","https://openalex.org/W2159024459","https://openalex.org/W2440056311","https://openalex.org/W2540823983","https://openalex.org/W2585531720","https://openalex.org/W2739883206","https://openalex.org/W2762786854","https://openalex.org/W2767840669","https://openalex.org/W2773021060","https://openalex.org/W2775133720","https://openalex.org/W2775752987","https://openalex.org/W2784115218","https://openalex.org/W2788942989","https://openalex.org/W2898923250","https://openalex.org/W2912161124","https://openalex.org/W2943584607","https://openalex.org/W2947797947","https://openalex.org/W2961820194","https://openalex.org/W2991188582","https://openalex.org/W3000354307","https://openalex.org/W3005696549","https://openalex.org/W3005966522","https://openalex.org/W3006193062","https://openalex.org/W3034064041","https://openalex.org/W3044566172","https://openalex.org/W3106284904","https://openalex.org/W3143989155","https://openalex.org/W3159905602","https://openalex.org/W4205228770","https://openalex.org/W4236158019","https://openalex.org/W4251347182","https://openalex.org/W6636500457","https://openalex.org/W6681909838","https://openalex.org/W6696286401"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Acquiring":[0],"the":[1,23,27,44,66,77,90,96,102,107,121,150,156,161,175,197,203],"spatial":[2,55,205],"distribution":[3,56,199],"of":[4,29,37,46,89,125,155,180,196],"users":[5,14,50,80,126,141],"in":[6,101,194],"mobile":[7],"crowdsensing":[8],"(MCS)":[9],"brings":[10],"many":[11],"benefits":[12],"to":[13,75,142,173,202],"(":[15],"<italic":[16,116,136],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[17,117,137],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">e.g.,</i>":[18],"avoiding":[19],"crowded":[20],"areas":[21],"during":[22],"COVID-19":[24],"pandemic).":[25],"Although":[26],"leakage":[28],"users\u2019":[30],"location":[31,62],"privacy":[32,122,162],"has":[33],"received":[34],"a":[35,99,115],"lot":[36],"research":[38],"attention,":[39],"existing":[40],"works":[41],"still":[42],"ignore":[43],"rationality":[45],"users,":[47],"resulting":[48],"that":[49,139,185],"may":[51],"not":[52],"obtain":[53],"satisfactory":[54],"even":[57],"if":[58],"they":[59],"provide":[60],"true":[61],"information.":[63],"To":[64],"solve":[65],"problem,":[67],"we":[68,93,113],"employ":[69],"game":[70,100],"theory":[71],"with":[72,160],"incomplete":[73],"information":[74],"model":[76,95],"interactions":[78],"among":[79],"and":[81,105,133,153,177],"seek":[82],"an":[83],"equilibrium":[84,108],"state":[85],"through":[86],"learning":[87,124],"approaches":[88],"game.":[91],"Specifically,":[92],"first":[94],"service":[97],"as":[98],"satisfaction":[103,129,145],"form":[104],"define":[106],"for":[109,120],"this":[110],"service.":[111],"Then,":[112],"design":[114,135],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">LEFS</i>":[118],"algorithm":[119],"strategy":[123],"when":[127],"their":[128],"expectations":[130],"are":[131],"fixed,":[132],"further":[134],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">LSRE</i>":[138],"allows":[140],"have":[143],"dynamic":[144],"expectations.":[146],"We":[147,169],"theoretically":[148],"analyze":[149],"convergence":[151],"conditions":[152],"characteristics":[154],"proposed":[157],"algorithms,":[158],"along":[159],"protection":[163],"level":[164],"obtained":[165],"by":[166],"our":[167,181,186],"solution.":[168],"conduct":[170],"extensive":[171],"experiments":[172],"show":[174],"superiority":[176],"various":[178],"performances":[179],"proposal,":[182],"which":[183],"illustrates":[184],"proposal":[187],"can":[188],"get":[189],"more":[190],"than":[191],"85%":[192],"advantage":[193],"terms":[195],"sensing":[198],"availability":[200],"compared":[201],"traditional":[204],"cloaking":[206],"based":[207],"solutions.":[208]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
