{"id":"https://openalex.org/W4406322575","doi":"https://doi.org/10.1109/tce.2025.3528553","title":"Enhancing Group Privacy for Effective CIoT Data Mining in 6G Networks Using Differential Privacy","display_name":"Enhancing Group Privacy for Effective CIoT Data Mining in 6G Networks Using Differential Privacy","publication_year":2025,"publication_date":"2025-01-13","ids":{"openalex":"https://openalex.org/W4406322575","doi":"https://doi.org/10.1109/tce.2025.3528553"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2025.3528553","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3528553","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","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/A5000941408","display_name":"Bo Ning","orcid":"https://orcid.org/0000-0001-9512-7036"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Ning","raw_affiliation_strings":["School of Information Science and Technology, Dalian Maritime University, Dalian, Liaoning, China"],"raw_orcid":"https://orcid.org/0000-0001-9512-7036","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Dalian Maritime University, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100608027","display_name":"Xinjian Zhang","orcid":"https://orcid.org/0009-0000-2940-3928"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinjian Zhang","raw_affiliation_strings":["School of Information Science and Technology, Dalian Maritime University, Dalian, Liaoning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Dalian Maritime University, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028546502","display_name":"Chengfei Liu","orcid":"https://orcid.org/0000-0003-1675-1389"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chengfei Liu","raw_affiliation_strings":["Department of Computer Science and Software Engineering, Swinburne University of Technology, Melbourne, Australia","Department of Computer Science and Software Engineering, Swinburne University of Technolgy, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0003-1675-1389","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Swinburne University of Technology, Melbourne, Australia","institution_ids":["https://openalex.org/I57093077"]},{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Swinburne University of Technolgy, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100387103","display_name":"Ning Wang","orcid":"https://orcid.org/0000-0001-9698-7310"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Wang","raw_affiliation_strings":["Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0001-9698-7310","affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advanced Technology, Guangzhou University, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101494512","display_name":"Guanyu Li","orcid":"https://orcid.org/0000-0002-9829-6131"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanyu Li","raw_affiliation_strings":["School of Information Science and Technology, Dalian Maritime University, Dalian, Liaoning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Dalian Maritime University, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"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":0.00270023,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"71","issue":"2","first_page":"5969","last_page":"5983"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9763000011444092,"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/T10828","display_name":"Biometric Identification and Security","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.801408052444458},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.6594539880752563},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.5286030173301697},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5144965648651123},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.46569547057151794},{"id":"https://openalex.org/keywords/privacy-software","display_name":"Privacy software","score":0.4648420214653015},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.41051530838012695},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4013667404651642},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22608357667922974},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.11886084079742432}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.801408052444458},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.6594539880752563},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.5286030173301697},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5144965648651123},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.46569547057151794},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.4648420214653015},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.41051530838012695},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4013667404651642},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22608357667922974},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.11886084079742432},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2025.3528553","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3528553","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1239222250","display_name":null,"funder_award_id":"DP220102191","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3265139523","display_name":null,"funder_award_id":"DP200103700","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7011703455","display_name":"Modelling and Searching Cohesive Groups over Heterogeneous Graphs ","funder_award_id":"DP220102191","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G7436561855","display_name":"Searching Cohesive Subgraphs in Big Attributed Graph Data","funder_award_id":"DP200103700","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G835069823","display_name":null,"funder_award_id":"61976032","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/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1873763122","https://openalex.org/W1986261925","https://openalex.org/W2027377866","https://openalex.org/W2065228400","https://openalex.org/W2080900058","https://openalex.org/W2100256240","https://openalex.org/W2116759966","https://openalex.org/W2123820077","https://openalex.org/W2139694940","https://openalex.org/W2165081249","https://openalex.org/W2168433392","https://openalex.org/W2169861334","https://openalex.org/W2294347342","https://openalex.org/W2436309872","https://openalex.org/W2766295581","https://openalex.org/W2766587611","https://openalex.org/W2899028120","https://openalex.org/W2900067643","https://openalex.org/W2911978475","https://openalex.org/W2941243243","https://openalex.org/W2968185156","https://openalex.org/W2971544778","https://openalex.org/W2971594114","https://openalex.org/W3023085526","https://openalex.org/W3088798601","https://openalex.org/W3112055712","https://openalex.org/W3127355490","https://openalex.org/W3178180748","https://openalex.org/W4213241881","https://openalex.org/W4226066314","https://openalex.org/W4320040197","https://openalex.org/W4364296995","https://openalex.org/W4386453807","https://openalex.org/W4386574505","https://openalex.org/W4387886010","https://openalex.org/W4390570833","https://openalex.org/W4391514881","https://openalex.org/W4391807376","https://openalex.org/W4391935836","https://openalex.org/W4403582397"],"related_works":["https://openalex.org/W3022534164","https://openalex.org/W2116878667","https://openalex.org/W4396832952","https://openalex.org/W3015944045","https://openalex.org/W3013058036","https://openalex.org/W2769903624","https://openalex.org/W4225340788","https://openalex.org/W1591172238","https://openalex.org/W2951971312","https://openalex.org/W2972172135"],"abstract_inverted_index":{"In":[0],"the":[1,7,40,120,147,169,177],"realm":[2],"of":[3,10,42,134,165],"6G":[4],"wireless":[5],"networks,":[6],"Consumer":[8],"Internet":[9],"Things":[11],"(CIoT)":[12],"aims":[13],"to":[14,59,101,114,151],"revolutionize":[15],"consumer":[16],"electronics":[17],"by":[18,172],"integrating":[19],"advanced":[20],"technologies":[21],"such":[22],"as":[23],"Artificial":[24],"Intelligence":[25],"(AI).":[26],"As":[27],"CIoT":[28],"environments":[29],"become":[30],"more":[31],"dynamic":[32],"and":[33,97,126,136,158],"data-rich,":[34],"ensuring":[35],"data":[36,43,48,65,87,159,185],"privacy":[37,70,143,148],"while":[38],"maintaining":[39],"utility":[41],"mining":[44,186],"is":[45,57,92],"crucial.":[46],"Graph":[47],"mining,":[49],"which":[50],"models":[51],"object":[52],"relationships":[53,96],"with":[54],"expressive":[55],"capabilities,":[56],"central":[58],"this":[60],"transformation":[61],"but":[62],"may":[63],"pose":[64],"leakage":[66],"risks.":[67],"Traditional":[68],"differential":[69],"methods":[71],"in":[72,122],"graphs":[73,166],"often":[74],"focus":[75,91],"on":[76,93,162],"releasing":[77],"attribute":[78],"or":[79,82],"node":[80],"information":[81],"adding":[83],"excessive":[84],"noise,":[85],"reducing":[86],"availability.":[88,160],"Therefore":[89],"our":[90,154,173],"protecting":[94],"group":[95,117],"leveraging":[98],"their":[99],"closeness":[100],"design":[102],"budget":[103,149],"allocation":[104],"mechanisms":[105],"that":[106,168],"reduce":[107],"noise.":[108],"The":[109],"proposed":[110],"model":[111,174],"uses":[112],"k-cores":[113,125],"hierarchically":[115],"manage":[116],"relationships,":[118],"considering":[119],"variation":[121],"edges":[123],"between":[124],"(k-1)-cores.":[127],"Significant":[128],"changes":[129],"indicate":[130],"a":[131],"high":[132],"degree":[133],"aggregation":[135],"interdependence":[137],"at":[138],"higher":[139],"levels,":[140,153],"warranting":[141],"greater":[142],"protection.":[144],"By":[145],"allocating":[146],"according":[150],"edge":[152],"approach":[155],"balances":[156],"protection":[157],"Experiments":[161],"four":[163],"types":[164],"show":[167],"network":[170],"generated":[171],"accurately":[175],"represents":[176],"original":[178],"graph,":[179],"making":[180],"it":[181],"suitable":[182],"for":[183],"subsequent":[184],"applications.":[187]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
