{"id":"https://openalex.org/W2741740309","doi":"https://doi.org/10.1109/icc.2017.7997113","title":"Big data set privacy preserving through sensitive attribute-based grouping","display_name":"Big data set privacy preserving through sensitive attribute-based grouping","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2741740309","doi":"https://doi.org/10.1109/icc.2017.7997113","mag":"2741740309"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2017.7997113","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2017.7997113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Big_data_set_privacy_preserving_through_sensitive_attribute-based_grouping/20853067","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040772796","display_name":"Youyang Qu","orcid":"https://orcid.org/0000-0002-2944-4647"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Youyang Qu","raw_affiliation_strings":["School of Information Technology, Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005228053","display_name":"Shui Yu","orcid":"https://orcid.org/0000-0003-4485-6743"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shui Yu","raw_affiliation_strings":["School of Information Technology, Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012293028","display_name":"Longxiang Gao","orcid":"https://orcid.org/0000-0002-3026-7537"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Longxiang Gao","raw_affiliation_strings":["School of Information Technology, Deakin University, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053316728","display_name":"Jianwei Niu","orcid":"https://orcid.org/0000-0003-3946-5107"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Niu","raw_affiliation_strings":["School of Computer Science and Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040772796"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":3.3256,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.9383532,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"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/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/T10237","display_name":"Cryptography and Data Security","score":0.9994999766349792,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9979000091552734,"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":0.8148512244224548},{"id":"https://openalex.org/keywords/k-anonymity","display_name":"k-anonymity","score":0.7697441577911377},{"id":"https://openalex.org/keywords/shuffling","display_name":"Shuffling","score":0.7340109348297119},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5724786520004272},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5657317638397217},{"id":"https://openalex.org/keywords/identifier","display_name":"Identifier","score":0.5296273827552795},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5060357451438904},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.49489134550094604},{"id":"https://openalex.org/keywords/anonymity","display_name":"Anonymity","score":0.4938409924507141},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4467132091522217},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.43901488184928894},{"id":"https://openalex.org/keywords/information-loss","display_name":"Information loss","score":0.42780405282974243},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2823277711868286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08788561820983887}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8148512244224548},{"id":"https://openalex.org/C2777706471","wikidata":"https://www.wikidata.org/wiki/Q17061432","display_name":"k-anonymity","level":3,"score":0.7697441577911377},{"id":"https://openalex.org/C167927819","wikidata":"https://www.wikidata.org/wiki/Q1930567","display_name":"Shuffling","level":2,"score":0.7340109348297119},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5724786520004272},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5657317638397217},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.5296273827552795},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5060357451438904},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.49489134550094604},{"id":"https://openalex.org/C178005623","wikidata":"https://www.wikidata.org/wiki/Q308859","display_name":"Anonymity","level":2,"score":0.4938409924507141},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4467132091522217},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.43901488184928894},{"id":"https://openalex.org/C2988416141","wikidata":"https://www.wikidata.org/wiki/Q6031139","display_name":"Information loss","level":2,"score":0.42780405282974243},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2823277711868286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08788561820983887},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icc.2017.7997113","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2017.7997113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30094168","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20853067","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Big_data_set_privacy_preserving_through_sensitive_attribute-based_grouping/20853067","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20853067","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Big_data_set_privacy_preserving_through_sensitive_attribute-based_grouping/20853067","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W56293434","https://openalex.org/W1655894887","https://openalex.org/W1873763122","https://openalex.org/W2019704260","https://openalex.org/W2081930221","https://openalex.org/W2127414816","https://openalex.org/W2134167315","https://openalex.org/W2164649498","https://openalex.org/W2398364701","https://openalex.org/W2417915283","https://openalex.org/W2483050722","https://openalex.org/W2626769593","https://openalex.org/W2911978475","https://openalex.org/W2963126806","https://openalex.org/W3113258518","https://openalex.org/W3120740533","https://openalex.org/W6639246211","https://openalex.org/W6758947373"],"related_works":["https://openalex.org/W2098331493","https://openalex.org/W2404648850","https://openalex.org/W2170781460","https://openalex.org/W2383111557","https://openalex.org/W2184914512","https://openalex.org/W2566556813","https://openalex.org/W1523854018","https://openalex.org/W2160729348","https://openalex.org/W2162335893","https://openalex.org/W2556851161"],"abstract_inverted_index":{"There":[0],"is":[1,73,88,95],"a":[2,41,59,66,102,119,138,148],"growing":[3],"trend":[4],"towards":[5],"attacks":[6],"on":[7,52,81],"database":[8],"privacy":[9,15,23,69,140],"due":[10],"to":[11,97],"great":[12],"value":[13],"of":[14,77,85],"information":[16,99],"stored":[17],"in":[18,90],"big":[19],"data":[20,57,121,144],"set.":[21],"Public's":[22],"are":[24,29],"under":[25],"threats":[26],"as":[27,36,47],"adversaries":[28],"continuously":[30],"cracking":[31],"their":[32],"popular":[33,89],"targets":[34],"such":[35,46],"bank":[37],"accounts.":[38],"We":[39,126],"find":[40],"fact":[42],"that":[43,133],"existing":[44,91,124],"models":[45],"K-anonymity,":[48],"group":[49,103],"records":[50,79],"based":[51,80],"quasi-identifiers,":[53],"which":[54,87,131],"harms":[55],"the":[56,74,105,109],"utility":[58,122,145],"lot.":[60],"Motivated":[61],"by":[62],"this,":[63],"we":[64],"propose":[65],"sensitive":[67,82],"attribute-based":[68],"model.":[70],"Our":[71],"model":[72,135],"early":[75],"work":[76],"grouping":[78],"attributes":[83],"instead":[84],"quasi-identifiers":[86],"models.":[92,125],"Random":[93],"shuffle":[94],"used":[96],"maximize":[98],"entropy":[100],"inside":[101],"while":[104,146],"marginal":[106],"distribution":[107],"maintains":[108,118],"same":[110],"before":[111],"and":[112],"after":[113],"shuffling,":[114],"therefore,":[115],"our":[116,134],"method":[117],"better":[120],"than":[123],"have":[127],"conducted":[128],"extensive":[129],"experiments":[130],"confirm":[132],"can":[136],"achieve":[137],"satisfying":[139],"level":[141],"without":[142],"sacrificing":[143],"guarantee":[147],"higher":[149],"efficiency.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":10}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
