{"id":"https://openalex.org/W4400975335","doi":"https://doi.org/10.1109/tbdata.2024.3433433","title":"Secret Specification Based Personalized Privacy-Preserving Analysis in Big Data","display_name":"Secret Specification Based Personalized Privacy-Preserving Analysis in Big Data","publication_year":2024,"publication_date":"2024-07-25","ids":{"openalex":"https://openalex.org/W4400975335","doi":"https://doi.org/10.1109/tbdata.2024.3433433"},"language":"en","primary_location":{"id":"doi:10.1109/tbdata.2024.3433433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2024.3433433","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Big Data","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":null,"display_name":"Jiajun Chen","orcid":"https://orcid.org/0000-0001-8129-4538"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajun Chen","raw_affiliation_strings":["School of Big Data & Software Engineering, Chongqing University, Chongqing, China","School of Big Data & Software Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-8129-4538","affiliations":[{"raw_affiliation_string":"School of Big Data & Software Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"School of Big Data & Software Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007408033","display_name":"Chunqiang Hu","orcid":"https://orcid.org/0000-0001-5825-2241"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunqiang Hu","raw_affiliation_strings":["School of Big Data & Software Engineering, Chongqing University, Chongqing, China","School of Big Data & Software Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-5825-2241","affiliations":[{"raw_affiliation_string":"School of Big Data & Software Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"School of Big Data & Software Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068770068","display_name":"Zewei Liu","orcid":"https://orcid.org/0000-0003-1038-3204"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zewei Liu","raw_affiliation_strings":["School of Big Data & Software Engineering, Chongqing University, Chongqing, China","School of Big Data & Software Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-1038-3204","affiliations":[{"raw_affiliation_string":"School of Big Data & Software Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"School of Big Data & Software Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079461118","display_name":"Tao Xiang","orcid":"https://orcid.org/0000-0002-9439-4623"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Xiang","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-9439-4623","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100703619","display_name":"Pengfei Hu","orcid":"https://orcid.org/0000-0002-7935-886X"},"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":"Pengfei Hu","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0002-7935-886X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, Shandong, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100624236","display_name":"Jiguo Yu","orcid":"https://orcid.org/0000-0001-6451-1158"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiguo Yu","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-6451-1158","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2228,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.89299884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"11","issue":"2","first_page":"774","last_page":"787"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9610999822616577,"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":0.9610999822616577,"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":0.8608342409133911},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6038875579833984},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4675504267215729},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35278403759002686},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.31287968158721924},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.27466970682144165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8608342409133911},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6038875579833984},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4675504267215729},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35278403759002686},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.31287968158721924},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27466970682144165}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tbdata.2024.3433433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2024.3433433","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Big Data","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1873763122","https://openalex.org/W1981029888","https://openalex.org/W2027595342","https://openalex.org/W2033092546","https://openalex.org/W2060041315","https://openalex.org/W2075476409","https://openalex.org/W2080453063","https://openalex.org/W2108118456","https://openalex.org/W2108614537","https://openalex.org/W2113792377","https://openalex.org/W2123820077","https://openalex.org/W2150611147","https://openalex.org/W2578791853","https://openalex.org/W2589280626","https://openalex.org/W2886969487","https://openalex.org/W2911978475","https://openalex.org/W2963672937","https://openalex.org/W2967889168","https://openalex.org/W2979885591","https://openalex.org/W3029016412","https://openalex.org/W3046882431","https://openalex.org/W3087386891","https://openalex.org/W3102994281","https://openalex.org/W4206391288","https://openalex.org/W4226278284","https://openalex.org/W4248861293","https://openalex.org/W4318147590","https://openalex.org/W4376855321","https://openalex.org/W4392416409","https://openalex.org/W6744220956","https://openalex.org/W6848806843","https://openalex.org/W6854236439"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364"],"abstract_inverted_index":{"The":[0],"pursuit":[1],"of":[2,9,33,78,102,142],"refined":[3],"data":[4,58,113,135,154],"analysis":[5],"and":[6,73,107,132,152,163],"the":[7,18,91,126,139,159,167,178],"preservation":[8],"privacy":[10,26,38,88,130,162],"in":[11,63,166,185],"Big":[12],"Data":[13],"pose":[14],"significant":[15],"concerns.":[16],"Among":[17],"paramount":[19],"paradigms":[20],"for":[21,150],"addressing":[22],"these":[23],"challenges,":[24],"differential":[25,37,87],"stands":[27],"out":[28],"as":[29,59],"a":[30],"vital":[31],"area":[32],"research.":[34],"However,":[35],"traditional":[36],"tends":[39],"to":[40,47,69,98,112,120],"be":[41],"excessively":[42],"restrictive":[43],"when":[44],"it":[45],"comes":[46],"individuals\u2019":[48],"control":[49],"over":[50],"their":[51,103,123],"own":[52],"data.":[53],"It":[54],"often":[55],"treats":[56],"all":[57,66],"inherently":[60],"sensitive,":[61],"whereas":[62],"reality,":[64],"not":[65],"information":[67,104],"related":[68],"individuals":[70,119],"is":[71],"sensitive":[72,106],"requires":[74],"an":[75],"identical":[76],"level":[77],"protection.":[79],"In":[80],"this":[81],"paper,":[82],"we":[83,144,157],"define":[84,122],"secret":[85,124],"specification-based":[86],"(SSDP),":[89],"where":[90],"term":[92],"\u201csecret":[93],"specification\u201d":[94],"implies":[95],"enabling":[96],"users":[97],"decide":[99],"what":[100,108],"aspects":[101],"are":[105,109],"not,":[110],"prior":[111],"generation":[114],"or":[115],"processing.":[116],"By":[117],"allowing":[118],"independently":[121],"specifications,":[125],"SSDP":[127,183],"achieves":[128],"personalized":[129],"protection":[131],"facilitates":[133],"effective":[134],"analysis.":[136],"To":[137],"enable":[138],"targeted":[140],"application":[141],"SSDP,":[143],"further":[145],"present":[146],"task-specific":[147],"mechanisms":[148,169,184],"designed":[149],"database":[151],"graph":[153],"scenarios.":[155],"Finally,":[156],"assess":[158],"trade-offs":[160],"between":[161],"utility":[164,179],"inherent":[165],"proposed":[168],"through":[170],"comparative":[171],"experiments":[172],"conducted":[173],"on":[174],"real":[175],"datasets,":[176],"demonstrating":[177],"enhancements":[180],"offered":[181],"by":[182],"practical":[186],"applications.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}