{"id":"https://openalex.org/W4399881924","doi":"https://doi.org/10.1109/icnc59896.2024.10556247","title":"Correlation-Aware and Personalized Privacy-Preserving Data Collection","display_name":"Correlation-Aware and Personalized Privacy-Preserving Data Collection","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4399881924","doi":"https://doi.org/10.1109/icnc59896.2024.10556247"},"language":"en","primary_location":{"id":"doi:10.1109/icnc59896.2024.10556247","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icnc59896.2024.10556247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Computing, Networking and Communications (ICNC)","raw_type":"proceedings-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/A5045982340","display_name":"Dongxiao Yu","orcid":"https://orcid.org/0000-0001-6835-5981"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongxiao Yu","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University,P.R. China","School of Computer Science and Technology, Shandong University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University,P.R. China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, P.R. China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008570064","display_name":"Kaiyi Zhang","orcid":"https://orcid.org/0000-0002-2294-3523"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaiyi Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University,P.R. China","School of Computer Science and Technology, Shandong University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University,P.R. China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, P.R. China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102862818","display_name":"Youming Tao","orcid":"https://orcid.org/0000-0002-3658-5085"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]},{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Youming Tao","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University,P.R. China","School of Electrical Engineering and Computer Science, TU Berlin, Berlin, Germany","School of Computer Science and Technology, Shandong University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University,P.R. China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, TU Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]},{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, P.R. China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049673637","display_name":"Wenlu Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenlu Xu","raw_affiliation_strings":["University of California,Department of Statistics,Los Angeles (UCLA),U.S","Department of Statistics, University of California, Los Angeles (UCLA), U.S"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California,Department of Statistics,Los Angeles (UCLA),U.S","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Statistics, University of California, Los Angeles (UCLA), U.S","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021204914","display_name":"Yifei Zou","orcid":"https://orcid.org/0000-0003-4579-5380"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Zou","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University,P.R. China","School of Computer Science and Technology, Shandong University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University,P.R. China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, P.R. China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100692488","display_name":"Xiuzhen Cheng","orcid":"https://orcid.org/0000-0001-5912-4647"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuzhen Cheng","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University,P.R. China","School of Computer Science and Technology, Shandong University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University,P.R. China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, P.R. China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06816928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":null,"first_page":"724","last_page":"729"},"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.9914000034332275,"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":0.7565306425094604},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5734831690788269},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.4920208156108856},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.44815337657928467},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3360869288444519},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07431980967521667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7565306425094604},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5734831690788269},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4920208156108856},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.44815337657928467},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3360869288444519},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07431980967521667},{"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/icnc59896.2024.10556247","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icnc59896.2024.10556247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Computing, Networking and Communications (ICNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G5513587641","display_name":null,"funder_award_id":"62122042,62102232","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1567885833","https://openalex.org/W1649611255","https://openalex.org/W1873763122","https://openalex.org/W2019704260","https://openalex.org/W2060041315","https://openalex.org/W2074503439","https://openalex.org/W2080453063","https://openalex.org/W2085106103","https://openalex.org/W2155461593","https://openalex.org/W2334793245","https://openalex.org/W2515654213","https://openalex.org/W2753908209","https://openalex.org/W2809459839","https://openalex.org/W2884971059","https://openalex.org/W2963534642","https://openalex.org/W2986228622","https://openalex.org/W3036867964","https://openalex.org/W3099542802","https://openalex.org/W3101069194","https://openalex.org/W3110603219","https://openalex.org/W4205228770","https://openalex.org/W6683180375","https://openalex.org/W7038906009"],"related_works":["https://openalex.org/W2584827882","https://openalex.org/W2538581760","https://openalex.org/W3195097297","https://openalex.org/W4225340788","https://openalex.org/W3038106605","https://openalex.org/W2513267613","https://openalex.org/W3049084372","https://openalex.org/W2528109871","https://openalex.org/W2940702331","https://openalex.org/W2905822832"],"abstract_inverted_index":{"Data":[0],"collection":[1,118,125],"from":[2,16],"users":[3,15,59,85,139,164,179],"is":[4],"essential":[5],"for":[6,92,100,144,177,190],"various":[7],"IoT":[8],"services.":[9],"However,":[10],"privacy":[11,36,66,74,90,103,145,189,197],"concerns":[12],"may":[13],"prevent":[14],"sharing":[17],"their":[18,64,71,93,141],"raw":[19],"data":[20,29,43,53,105,117,124,161],"truthfully.":[21],"The":[22],"problem":[23],"becomes":[24],"more":[25],"complex":[26],"when":[27,172],"the":[28,35,78,112,122,132,149,154,160,167,174,181,195,206,213,219,228,234],"and":[30,34,104,114,138,165,170,180,212,216],"relationships":[31],"are":[32,38,44],"correlated":[33,196],"preferences":[37],"personalized.":[39],"In":[40,107],"particular,":[41],"users'":[42,56,209],"influenced":[45],"by":[46,226],"social":[47,72,79],"interactions,":[48],"which":[49,96],"implies":[50],"that":[51],"others'":[52],"can":[54],"affect":[55],"privacy.":[57],"Moreover,":[58],"care":[60],"not":[61],"only":[62],"about":[63,70],"own":[65,94],"leakage,":[67,75],"but":[68],"also":[69,232],"contacts'":[73],"due":[76],"to":[77,158],"ties":[80],"in":[81],"reality.":[82],"Furthermore,":[83],"different":[84,87],"have":[86],"levels":[88,143],"of":[89,194,236],"sensitivity":[91],"data,":[95],"poses":[97],"a":[98,128,191,223],"challenge":[99],"balancing":[101],"user":[102],"utility.":[106],"this":[108],"paper,":[109],"we":[110,152,184,203],"investigate":[111],"correlation-aware":[113],"personalized":[115],"private":[116,123],"problem.":[119],"We":[120,231],"formulate":[121],"process":[126],"as":[127],"Stackelberg":[129],"game,":[130],"where":[131],"platform":[133],"sets":[134],"its":[135],"reward":[136,229],"policy":[137],"select":[140],"noise":[142],"preservation.":[146],"To":[147],"tackle":[148],"challenges":[150],"above,":[151],"adopt":[153],"Gaussian":[155],"correlation":[156,162,169],"model":[157],"represent":[159],"among":[163],"integrate":[166],"relationship":[168],"personalization":[171],"deriving":[173],"optimal":[175],"strategies":[176],"both":[178],"platform.":[182],"Notably,":[183],"employ":[185],"mutual":[186],"information":[187],"differential":[188],"rigorous":[192,200],"quantification":[193],"loss.":[198],"Through":[199],"theoretical":[201],"analysis,":[202],"first":[204],"establish":[205],"connection":[207],"between":[208],"Nash":[210],"equilibrium":[211],"payment":[214],"mechanism,":[215],"then":[217],"optimize":[218],"platform's":[220],"accuracy":[221],"under":[222],"budget":[224],"constraint":[225],"designing":[227],"policy.":[230],"demonstrate":[233],"effectiveness":[235],"our":[237],"proposed":[238],"framework":[239],"through":[240],"extensive":[241],"numerical":[242],"experiments.":[243]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
