{"id":"https://openalex.org/W2517816235","doi":"https://doi.org/10.5220/0005969403180326","title":"On the Evaluation of the Privacy Breach in Disassociated Set-valued Datasets","display_name":"On the Evaluation of the Privacy Breach in Disassociated Set-valued Datasets","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2517816235","doi":"https://doi.org/10.5220/0005969403180326","mag":"2517816235"},"language":"en","primary_location":{"id":"doi:10.5220/0005969403180326","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005969403180326","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Joint Conference on e-Business and Telecommunications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005969403180326","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078961357","display_name":"Sara Barakat","orcid":null},"institutions":[{"id":"https://openalex.org/I20307877","display_name":"Antonine University","ror":"https://ror.org/03gc39678","country_code":"LB","type":"education","lineage":["https://openalex.org/I20307877"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Sara Barakat","raw_affiliation_strings":["Antonine University, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Antonine University, Lebanon","institution_ids":["https://openalex.org/I20307877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058383280","display_name":"B\u00e9chara Al Bouna","orcid":"https://orcid.org/0000-0002-7741-9905"},"institutions":[{"id":"https://openalex.org/I20307877","display_name":"Antonine University","ror":"https://ror.org/03gc39678","country_code":"LB","type":"education","lineage":["https://openalex.org/I20307877"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Bechara Al Bouna","raw_affiliation_strings":["Antonine University, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Antonine University, Lebanon","institution_ids":["https://openalex.org/I20307877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043344581","display_name":"Mohamed Nassar","orcid":"https://orcid.org/0000-0001-8857-4436"},"institutions":[{"id":"https://openalex.org/I3132890902","display_name":"Modern University for Business and Science","ror":"https://ror.org/00vnpja80","country_code":"LB","type":"education","lineage":["https://openalex.org/I3132890902"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Mohamed Nassar","raw_affiliation_strings":["MUBS, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MUBS, Lebanon","institution_ids":["https://openalex.org/I3132890902"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033093688","display_name":"Christophe Guyeux","orcid":"https://orcid.org/0000-0003-0195-4378"},"institutions":[{"id":"https://openalex.org/I4210118524","display_name":"Universit\u00e9 Bourgogne Franche-Comt\u00e9","ror":"https://ror.org/02dn7x778","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210118524"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christophe Guyeux","raw_affiliation_strings":["University of Bourgogne Franche-Comt\u00e9, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bourgogne Franche-Comt\u00e9, France","institution_ids":["https://openalex.org/I4210118524"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"318","last_page":"326"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9968000054359436,"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/T11719","display_name":"Data Quality and Management","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8021737933158875},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6996533870697021},{"id":"https://openalex.org/keywords/outsourcing","display_name":"Outsourcing","score":0.6630564332008362},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.6578059196472168},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6247329711914062},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5360593795776367},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5301816463470459},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4932979941368103},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.4701654613018036},{"id":"https://openalex.org/keywords/personally-identifiable-information","display_name":"Personally identifiable information","score":0.4476446807384491},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4316960275173187},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4303460717201233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33607545495033264},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08443966507911682},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07935810089111328}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8021737933158875},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6996533870697021},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.6630564332008362},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.6578059196472168},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6247329711914062},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5360593795776367},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5301816463470459},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4932979941368103},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.4701654613018036},{"id":"https://openalex.org/C169093310","wikidata":"https://www.wikidata.org/wiki/Q3702971","display_name":"Personally identifiable information","level":2,"score":0.4476446807384491},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4316960275173187},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4303460717201233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33607545495033264},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08443966507911682},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07935810089111328},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0005969403180326","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005969403180326","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Joint Conference on e-Business and Telecommunications","raw_type":"proceedings-article"},{"id":"pmh:oai:digitalcommons.newhaven.edu:electricalcomputerengineering-facpubs-1122","is_oa":true,"landing_page_url":"https://digitalcommons.newhaven.edu/electricalcomputerengineering-facpubs/121","pdf_url":null,"source":{"id":"https://openalex.org/S4377196522","display_name":"Digital Commons - New Heaven (University of New Haven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40253897","host_organization_name":"University of New Haven","host_organization_lineage":["https://openalex.org/I40253897"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical & Computer Engineering and Computer Science Faculty Publications","raw_type":"text"}],"best_oa_location":{"id":"doi:10.5220/0005969403180326","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005969403180326","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Joint Conference on e-Business and Telecommunications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2295836226","https://openalex.org/W4225340788","https://openalex.org/W317272953","https://openalex.org/W2025792237","https://openalex.org/W2159325866","https://openalex.org/W2272742059","https://openalex.org/W2098937825","https://openalex.org/W3010786834","https://openalex.org/W4386447091","https://openalex.org/W2596305496"],"abstract_inverted_index":{"Data":[0],"anonymization":[1],"is":[2,67,105],"gaining":[3],"much":[4],"attention":[5],"these":[6],"days":[7],"as":[8,57],"it":[9],"provides":[10],"the":[11,34,43,52,65,71,78,102,114,118],"fundamental":[12],"requirements":[13],"to":[14,26,32,47,56,69,107],"safely":[15],"outsource":[16],"datasets":[17],"containing":[18],"identifying":[19],"information.":[20],"While":[21],"some":[22],"techniques":[23],"add":[24],"noise":[25],"protect":[27],"privacy":[28,97,115,120],"others":[29],"use":[30],"generalization":[31],"hide":[33],"link":[35,66],"between":[36],"sensitive":[37],"and":[38],"non-sensitive":[39],"information":[40],"or":[41],"separate":[42],"dataset":[44,89,104],"into":[45,90],"clusters":[46],"gain":[48],"more":[49],"utility.":[50,72],"In":[51,73],"latter,":[53],"often":[54],"referred":[55],"bucketization,":[58],"data":[59],"values":[60],"are":[61],"kept":[62],"intact,":[63],"only":[64],"hidden":[68],"maximize":[70],"this":[74],"paper,":[75],"we":[76],"showcase":[77],"limits":[79],"of":[80],"disassociation,":[81],"a":[82,87,96,108],"bucketization":[83],"technique":[84],"that":[85,95],"divides":[86],"set-valued":[88],"km-anonymous":[91],"clusters.":[92],"We":[93,111],"demonstrate":[94],"breach":[98,116,121],"might":[99],"occur":[100],"if":[101],"disassociated":[103,126],"subject":[106],"cover":[109],"problem.":[110],"finally":[112],"evaluate":[113],"using":[117],"quantitative":[119],"detection":[122],"algorithm":[123],"on":[124],"real":[125],"datasets.":[127]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
