{"id":"https://openalex.org/W4287847148","doi":"https://doi.org/10.1109/bmsb55706.2022.9828699","title":"Hiding Among Your Neighbors: Face Image Privacy Protection with Differential Private k-anonymity","display_name":"Hiding Among Your Neighbors: Face Image Privacy Protection with Differential Private k-anonymity","publication_year":2022,"publication_date":"2022-06-15","ids":{"openalex":"https://openalex.org/W4287847148","doi":"https://doi.org/10.1109/bmsb55706.2022.9828699"},"language":"en","primary_location":{"id":"doi:10.1109/bmsb55706.2022.9828699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmsb55706.2022.9828699","pdf_url":null,"source":{"id":"https://openalex.org/S4363606279","display_name":"2022 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101643443","display_name":"Jingyi Cao","orcid":"https://orcid.org/0009-0006-4206-6819"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyi Cao","raw_affiliation_strings":["Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University,Shanghai,China","Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461646","display_name":"Bo Liu","orcid":"https://orcid.org/0000-0002-3603-6617"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bo Liu","raw_affiliation_strings":["School of Computer Science, University of Technology Sydney,Sydney,Australia","School of Computer Science, University of Technology Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Technology Sydney,Sydney,Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"School of Computer Science, University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022927890","display_name":"Yunqian Wen","orcid":"https://orcid.org/0000-0002-0084-935X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunqian Wen","raw_affiliation_strings":["Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University,Shanghai,China","Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017705206","display_name":"Yunhui Zhu","orcid":"https://orcid.org/0000-0003-4323-9102"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhui Zhu","raw_affiliation_strings":["Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University,Shanghai,China","Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101577089","display_name":"Rong Xie","orcid":"https://orcid.org/0000-0002-8261-5337"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Xie","raw_affiliation_strings":["Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University,Shanghai,China","Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100448208","display_name":"Song Li","orcid":"https://orcid.org/0000-0002-7961-8502"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Song","raw_affiliation_strings":["Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University,Shanghai,China","Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412956","display_name":"Lin Li","orcid":"https://orcid.org/0000-0003-4196-5813"},"institutions":[{"id":"https://openalex.org/I4210123315","display_name":"Ministero della cultura","ror":"https://ror.org/035qedt02","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210104593","https://openalex.org/I4210123315"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lin Li","raw_affiliation_strings":["Migu Cultural Technology Co., Ltd.,Shanghai,China","Migu Cultural Technology Co., Ltd., Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Migu Cultural Technology Co., Ltd.,Shanghai,China","institution_ids":["https://openalex.org/I4210123315"]},{"raw_affiliation_string":"Migu Cultural Technology Co., Ltd., Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085590315","display_name":"Yaoyao Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaoyao Yin","raw_affiliation_strings":["China Mobile Communications Co., Ltd.,Shanghai,China","China Mobile Communications Co., Ltd., Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile Communications Co., Ltd.,Shanghai,China","institution_ids":["https://openalex.org/I180662265"]},{"raw_affiliation_string":"China Mobile Communications Co., Ltd., Shanghai, China","institution_ids":["https://openalex.org/I180662265"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11448","display_name":"Face recognition and analysis","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10828","display_name":"Biometric Identification and Security","score":0.9936000108718872,"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/computer-science","display_name":"Computer science","score":0.7667078971862793},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.7060667276382446},{"id":"https://openalex.org/keywords/anonymity","display_name":"Anonymity","score":0.6972560882568359},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.547590970993042},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.523009717464447},{"id":"https://openalex.org/keywords/obfuscation","display_name":"Obfuscation","score":0.5217050909996033},{"id":"https://openalex.org/keywords/privacy-software","display_name":"Privacy software","score":0.498058557510376},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4765784740447998},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.45350882411003113},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.4478762745857239},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4116837978363037},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2780416011810303},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10851684212684631}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7667078971862793},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.7060667276382446},{"id":"https://openalex.org/C178005623","wikidata":"https://www.wikidata.org/wiki/Q308859","display_name":"Anonymity","level":2,"score":0.6972560882568359},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.547590970993042},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.523009717464447},{"id":"https://openalex.org/C40305131","wikidata":"https://www.wikidata.org/wiki/Q2616305","display_name":"Obfuscation","level":2,"score":0.5217050909996033},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.498058557510376},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4765784740447998},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.45350882411003113},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.4478762745857239},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4116837978363037},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2780416011810303},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10851684212684631}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bmsb55706.2022.9828699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmsb55706.2022.9828699","pdf_url":null,"source":{"id":"https://openalex.org/S4363606279","display_name":"2022 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G1963793327","display_name":null,"funder_award_id":"B07022,150633","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"}],"funders":[{"id":"https://openalex.org/F4320327718","display_name":"Shanghai Key Laboratory of Digital Media Processing and Transmission","ror":null},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1578378315","https://openalex.org/W1834627138","https://openalex.org/W2109426455","https://openalex.org/W2134167315","https://openalex.org/W2159024459","https://openalex.org/W2939645724","https://openalex.org/W2962785568","https://openalex.org/W2963626105","https://openalex.org/W2963767194","https://openalex.org/W2977362526","https://openalex.org/W2982340830","https://openalex.org/W3003784440","https://openalex.org/W3027552584","https://openalex.org/W3035174002","https://openalex.org/W3035211587","https://openalex.org/W3096831136","https://openalex.org/W3113461252","https://openalex.org/W3136302944","https://openalex.org/W3190790101","https://openalex.org/W3201409833","https://openalex.org/W3203194053","https://openalex.org/W4210780574","https://openalex.org/W4295521014","https://openalex.org/W4297799122","https://openalex.org/W6634555833","https://openalex.org/W6728897251","https://openalex.org/W6765779288"],"related_works":["https://openalex.org/W4312041519","https://openalex.org/W3010781909","https://openalex.org/W4200233390","https://openalex.org/W4304208041","https://openalex.org/W4315705624","https://openalex.org/W2605443953","https://openalex.org/W3116386889","https://openalex.org/W4313218046","https://openalex.org/W4315488958","https://openalex.org/W4386185127"],"abstract_inverted_index":{"The":[0,130],"development":[1],"of":[2,8,21,133,158],"modern":[3],"social":[4],"media":[5],"allows":[6],"millions":[7],"private":[9,60,101],"photos":[10],"to":[11,57,65,126],"be":[12],"uploaded":[13],"and":[14,71,75,78,122,144,156],"shared,":[15],"which":[16,103],"provides":[17],"a":[18,92],"wide":[19],"range":[20],"image":[22,28,46,95,112,123,148],"acquisition":[23],"but":[24,114],"extremely":[25],"threatens":[26],"personal":[27],"privacy.":[29],"Face":[30],"de-identification":[31],"is":[32],"treated":[33],"as":[34],"an":[35],"important":[36],"privacy":[37,70,96,120],"protection":[38,97,121],"tool":[39],"in":[40,73],"multimedia":[41],"data":[42],"processing":[43],"by":[44],"modifying":[45],"identity":[47],"information.":[48],"Although":[49],"there":[50],"exist":[51],"many":[52],"traditional":[53],"methods":[54],"widely":[55],"used":[56],"hide":[58],"sensitive":[59],"information,":[61],"they":[62],"all":[63],"fail":[64],"balance":[66,118],"the":[67,117,134,154,159],"trade-off":[68],"between":[69,119],"utility":[72,124],"qualitative":[74],"quantitative":[76],"manners":[77],"cannot":[79],"generate":[80,107],"de-identified":[81,108],"results":[82,109],"with":[83,99,110],"satisfactory":[84],"visual":[85],"perception.":[86],"In":[87],"this":[88],"paper,":[89],"we":[90],"propose":[91],"novel":[93],"face":[94],"method":[98],"differential":[100],"k-anonymity,":[102],"can":[104],"not":[105],"only":[106],"good":[111],"quality":[113],"also":[115],"control":[116],"according":[125],"different":[127],"application":[128],"scenarios.":[129],"framework":[131],"consists":[132],"following":[135],"three":[136],"steps:":[137],"facial":[138],"attributes":[139,142],"prediction,":[140],"privacy-preserving":[141],"obfuscation,":[143],"naturally":[145],"realistic":[146],"de-identificated":[147],"generation.":[149],"Our":[150],"extensive":[151],"experiments":[152],"demonstrate":[153],"stability":[155],"effectiveness":[157],"proposed":[160],"model.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}