{"id":"https://openalex.org/W3013420945","doi":"https://doi.org/10.1109/tnsm.2020.2982555","title":"Privacy-Preserving Approach PBCN in Social Network With Differential Privacy","display_name":"Privacy-Preserving Approach PBCN in Social Network With Differential Privacy","publication_year":2020,"publication_date":"2020-03-24","ids":{"openalex":"https://openalex.org/W3013420945","doi":"https://doi.org/10.1109/tnsm.2020.2982555","mag":"3013420945"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2020.2982555","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2020.2982555","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Network and Service Management","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/A5088237102","display_name":"Haiping Huang","orcid":"https://orcid.org/0000-0002-4392-3599"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiping Huang","raw_affiliation_strings":["School of Computer Science and Technology, Jiangsu High-Technology Research Key Laboratory for Wireless Sensor Networks, Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-4392-3599","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Jiangsu High-Technology Research Key Laboratory for Wireless Sensor Networks, Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005485639","display_name":"Dongjun Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongjun Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Jiangsu High-Technology Research Key Laboratory for Wireless Sensor Networks, Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Jiangsu High-Technology Research Key Laboratory for Wireless Sensor Networks, Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100602821","display_name":"Fu Xiao","orcid":"https://orcid.org/0000-0003-1815-2793"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fu Xiao","raw_affiliation_strings":["School of Computer Science and Technology, Jiangsu High-Technology Research Key Laboratory for Wireless Sensor Networks, Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-1815-2793","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Jiangsu High-Technology Research Key Laboratory for Wireless Sensor Networks, Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101643509","display_name":"Kai Wang","orcid":"https://orcid.org/0000-0002-3795-4719"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Wang","raw_affiliation_strings":["School of Computer Science and Technology, Jiangsu High-Technology Research Key Laboratory for Wireless Sensor Networks, Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Jiangsu High-Technology Research Key Laboratory for Wireless Sensor Networks, Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008361945","display_name":"Jiateng Gu","orcid":"https://orcid.org/0000-0001-6145-3511"},"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":"Jiateng Gu","raw_affiliation_strings":["College of Cyberspace Security, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Cyberspace Security, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109232005","display_name":"Ruchuan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruchuan Wang","raw_affiliation_strings":["School of Computer Science and Technology, Jiangsu High-Technology Research Key Laboratory for Wireless Sensor Networks, Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Jiangsu High-Technology Research Key Laboratory for Wireless Sensor Networks, Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Ministry of Education, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.8669,"has_fulltext":false,"cited_by_count":72,"citation_normalized_percentile":{"value":0.96882668,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"17","issue":"2","first_page":"931","last_page":"945"},"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":0.9937000274658203,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9921000003814697,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7706509828567505},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.7349260449409485},{"id":"https://openalex.org/keywords/privacy-software","display_name":"Privacy software","score":0.6704995632171631},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.592703640460968},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5805137157440186},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5005602836608887},{"id":"https://openalex.org/keywords/privacy-by-design","display_name":"Privacy by Design","score":0.47016116976737976},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4600841999053955},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09925314784049988}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7706509828567505},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.7349260449409485},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.6704995632171631},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.592703640460968},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5805137157440186},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5005602836608887},{"id":"https://openalex.org/C193934123","wikidata":"https://www.wikidata.org/wiki/Q7246028","display_name":"Privacy by Design","level":3,"score":0.47016116976737976},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4600841999053955},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09925314784049988}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2020.2982555","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2020.2982555","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G5348626832","display_name":null,"funder_award_id":"DZXX-017","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"},{"id":"https://openalex.org/G5821578544","display_name":null,"funder_award_id":"BK20170039","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G7058848123","display_name":null,"funder_award_id":"61672297","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8814366445","display_name":null,"funder_award_id":"BK20160089","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326182","display_name":"Six Talent Peaks Project in Jiangsu Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W20667085","https://openalex.org/W1482680420","https://openalex.org/W1873763122","https://openalex.org/W1997421642","https://openalex.org/W2008620264","https://openalex.org/W2065228400","https://openalex.org/W2080900058","https://openalex.org/W2085472312","https://openalex.org/W2096296626","https://openalex.org/W2121586925","https://openalex.org/W2136114025","https://openalex.org/W2153689444","https://openalex.org/W2168433392","https://openalex.org/W2169861334","https://openalex.org/W2342800485","https://openalex.org/W2436309872","https://openalex.org/W2517028219","https://openalex.org/W2566032744","https://openalex.org/W2746416264","https://openalex.org/W2768220671","https://openalex.org/W2897278297","https://openalex.org/W2989394982","https://openalex.org/W6726590716"],"related_works":["https://openalex.org/W2101582069","https://openalex.org/W2127814706","https://openalex.org/W2994243660","https://openalex.org/W2118333568","https://openalex.org/W2675231964","https://openalex.org/W2549995367","https://openalex.org/W3042284153","https://openalex.org/W2116878667","https://openalex.org/W4225340788","https://openalex.org/W2041722016"],"abstract_inverted_index":{"Currently,":[0],"lots":[1],"of":[2,16,36,43,50,67,80,109,149],"real":[3],"social":[4,7,51],"relations":[5],"in":[6,141],"networks":[8],"force":[9],"users":[10],"to":[11,24,40,62,143,162],"face":[12],"the":[13,34,41,78,146],"potential":[14],"risk":[15],"privacy":[17,37,59,82,91,131,203],"leakage.":[18],"Consequently,":[19],"data":[20,29,49,72,184,200],"holders":[21],"would":[22],"like":[23],"disturbor":[25],"anonymize":[26],"their":[27],"individual":[28],"before":[30],"publishing":[31],"them,":[32],"for":[33,58],"purpose":[35],"protection.":[38],"Due":[39],"characteristics":[42],"high":[44],"sensitivity":[45],"and":[46,74,87,101,124,155,173,186,202],"large":[47],"volume":[48],"network":[52],"graph":[53,118,153],"structure,":[54],"it":[55],"is":[56,103,107,138],"difficult":[57],"protection":[60,92,204],"schemes":[61,151],"enable":[63],"a":[64,90,130,197],"reasonable":[65],"allocation":[66],"noises":[68],"while":[69],"keeping":[70],"desirable":[71],"availability":[73,185,201],"execution":[75,187],"efficiency.":[76,188],"On":[77],"basis":[79],"differential":[81],"model,":[83],"combining":[84],"with":[85],"clustering":[86],"randomization":[88],"algorithms,":[89],"approach":[93],"PBCN":[94,180,194],"(Privacy":[95],"Preserving":[96],"Approach":[97],"Based":[98],"on":[99,116,135],"Clustering":[100],"Noise)":[102],"proposed.":[104],"This":[105],"proposal":[106],"composed":[108],"five":[110],"algorithms":[111],"including":[112],"random":[113],"disturbance":[114],"based":[115,134],"clustering,":[117],"reconstruction":[119],"after":[120],"disturbing":[121],"degree":[122,137,156],"sequence":[123],"noise":[125],"nodes":[126],"generation,":[127],"etc.":[128],"Furthermore,":[129],"measure":[132],"algorithm":[133],"adjacency":[136],"put":[139],"forward":[140],"order":[142],"objectively":[144],"evaluate":[145],"privacy-preserving":[147],"strength":[148],"various":[150],"against":[152],"structure":[154],"attacks.":[157],"Simulation":[158],"experiments":[159],"are":[160],"conducted":[161],"achieve":[163,196],"performance":[164],"comparisons":[165],"between":[166,199],"PBCN,":[167],"Spctr":[168,170],"Add/Del,":[169],"Switch,":[171],"DER":[172],"HPDP.":[174],"The":[175],"experimental":[176],"results":[177],"show":[178],"that":[179],"realizes":[181],"more":[182],"satisfactory":[183],"Finally,":[189],"parameters":[190],"utility":[191],"analysis":[192],"demonstrates":[193],"can":[195],"\u201ctrade-off\u201d":[198],"level.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}