{"id":"https://openalex.org/W7225575261","doi":"https://doi.org/10.62671/suliwa.v3i3.366","title":"IMPLEMENTASI K-ANONYMITY UNTUK MENGURANGI RISIKO IDENTIFIKASI PADA DATASET DATA PRIBADI","display_name":"IMPLEMENTASI K-ANONYMITY UNTUK MENGURANGI RISIKO IDENTIFIKASI PADA DATASET DATA PRIBADI","publication_year":2026,"publication_date":"2026-11-07","ids":{"openalex":"https://openalex.org/W7225575261","doi":"https://doi.org/10.62671/suliwa.v3i3.366"},"language":"en","primary_location":{"id":"doi:10.62671/suliwa.v3i3.366","doi":"https://doi.org/10.62671/suliwa.v3i3.366","is_oa":true,"landing_page_url":"https://doi.org/10.62671/suliwa.v3i3.366","pdf_url":"https://journal.dcircle.org/index.php/suliwa/article/download/366/248","source":{"id":"https://openalex.org/S5407048567","display_name":"SULIWA Jurnal Multidisiplin Teknik Sains Pendidikan\u00a0dan\u00a0Teknologi","issn_l":"3064-6103","issn":["3064-6103"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SULIWA: Jurnal Multidisiplin Teknik, Sains, Pendidikan\u00a0dan\u00a0Teknologi","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://journal.dcircle.org/index.php/suliwa/article/download/366/248","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161279597","display_name":"Fathimah Az Zahra","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3130850664","display_name":"Malikussaleh University","ror":"https://ror.org/03c21xx79","country_code":"ID","type":"education","lineage":["https://openalex.org/I3130850664"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Fathimah Az Zahra","raw_affiliation_strings":["Universitas Malikussaleh, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Malikussaleh, Indonesia","institution_ids":["https://openalex.org/I3130850664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102862450","display_name":"Taufiq Taufiq","orcid":"https://orcid.org/0000-0001-5738-3506","observed_orcids":["https://orcid.org/0000-0001-5738-3506","https://orcid.org/0000-0003-4518-4053"]},"institutions":[{"id":"https://openalex.org/I3130850664","display_name":"Malikussaleh University","ror":"https://ror.org/03c21xx79","country_code":"ID","type":"education","lineage":["https://openalex.org/I3130850664"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Taufiq Taufiq","raw_affiliation_strings":["Universitas Malikussaleh, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Malikussaleh, Indonesia","institution_ids":["https://openalex.org/I3130850664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5159242104","display_name":"Yanita Yanita","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3130850664","display_name":"Malikussaleh University","ror":"https://ror.org/03c21xx79","country_code":"ID","type":"education","lineage":["https://openalex.org/I3130850664"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Yanita Yanita","raw_affiliation_strings":["Universitas Malikussaleh, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Malikussaleh, Indonesia","institution_ids":["https://openalex.org/I3130850664"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3130850664"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":"3","first_page":"465","last_page":"475"},"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/T11719","display_name":"Data Quality and Management","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/k-anonymity","display_name":"k-anonymity","score":1.0},{"id":"https://openalex.org/keywords/re-identification-risk","display_name":"re-identification risk","score":0.8339999914169312},{"id":"https://openalex.org/keywords/privacy-preserving-data-publishing","display_name":"privacy-preserving data publishing","score":0.7680000066757202},{"id":"https://openalex.org/keywords/personal-information","display_name":"personal data","score":0.5540000200271606},{"id":"https://openalex.org/keywords/adult-dataset","display_name":"Adult dataset","score":0.6679999828338623},{"id":"https://openalex.org/keywords/quasi-identifiers","display_name":"quasi-identifiers","score":0.9440000057220459},{"id":"https://openalex.org/keywords/information-loss","display_name":"information loss","score":0.6779999732971191},{"id":"https://openalex.org/keywords/l-diversity","display_name":"l-diversity","score":0.9399999976158142},{"id":"https://openalex.org/keywords/t-closeness","display_name":"t-closeness","score":0.8830000162124634},{"id":"https://openalex.org/keywords/privacy-utility-trade-off","display_name":"privacy-utility trade-off","score":0.9120000004768372}],"concepts":[{"id":"https://openalex.org/C109167261","wikidata":"https://www.wikidata.org/wiki/Q5421955","display_name":"Fell","level":2,"score":0.7644000053405762},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5328999757766724},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5284000039100647},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.4652000069618225},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.46059998869895935},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3037000000476837},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2948000133037567},{"id":"https://openalex.org/C142259097","wikidata":"https://www.wikidata.org/wiki/Q5891314","display_name":"Homogeneity (statistics)","level":2,"score":0.2870999872684479},{"id":"https://openalex.org/C119839945","wikidata":"https://www.wikidata.org/wiki/Q6545185","display_name":"Unique identifier","level":3,"score":0.2831000089645386},{"id":"https://openalex.org/C2781354955","wikidata":"https://www.wikidata.org/wiki/Q11920938","display_name":"Marital status","level":3,"score":0.27320000529289246},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.26759999990463257},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.2578999996185303}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.62671/suliwa.v3i3.366","doi":"https://doi.org/10.62671/suliwa.v3i3.366","is_oa":true,"landing_page_url":"https://doi.org/10.62671/suliwa.v3i3.366","pdf_url":"https://journal.dcircle.org/index.php/suliwa/article/download/366/248","source":{"id":"https://openalex.org/S5407048567","display_name":"SULIWA Jurnal Multidisiplin Teknik Sains Pendidikan\u00a0dan\u00a0Teknologi","issn_l":"3064-6103","issn":["3064-6103"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SULIWA: Jurnal Multidisiplin Teknik, Sains, Pendidikan\u00a0dan\u00a0Teknologi","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.62671/suliwa.v3i3.366","doi":"https://doi.org/10.62671/suliwa.v3i3.366","is_oa":true,"landing_page_url":"https://doi.org/10.62671/suliwa.v3i3.366","pdf_url":"https://journal.dcircle.org/index.php/suliwa/article/download/366/248","source":{"id":"https://openalex.org/S5407048567","display_name":"SULIWA Jurnal Multidisiplin Teknik Sains Pendidikan\u00a0dan\u00a0Teknologi","issn_l":"3064-6103","issn":["3064-6103"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SULIWA: Jurnal Multidisiplin Teknik, Sains, Pendidikan\u00a0dan\u00a0Teknologi","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225575261.pdf","grobid_xml":"https://content.openalex.org/works/W7225575261.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2896811126","https://openalex.org/W2963693643","https://openalex.org/W2981347044","https://openalex.org/W3007878074","https://openalex.org/W3008741522","https://openalex.org/W3103515634","https://openalex.org/W3116008906","https://openalex.org/W3153562187","https://openalex.org/W4292409490","https://openalex.org/W4300536296","https://openalex.org/W4405582292","https://openalex.org/W7155059105"],"related_works":["https://openalex.org/W4236766161","https://openalex.org/W2768512013","https://openalex.org/W7082462594","https://openalex.org/W7100687986","https://openalex.org/W4226221635","https://openalex.org/W2904765172","https://openalex.org/W43230128","https://openalex.org/W7097127563","https://openalex.org/W2101925131","https://openalex.org/W77869065"],"abstract_inverted_index":{"Sharing":[0],"personal":[1],"data":[2],"for":[3,66,88],"research":[4],"and":[5,72,99,110,138,158],"analysis":[6],"creates":[7],"a":[8,121,153],"risk":[9,95,101],"of":[10,28,63,91,135,164],"identifying":[11],"individuals,":[12],"because":[13],"removing":[14],"direct":[15],"identifiers":[16],"alone":[17],"is":[18,51],"not":[19],"enough.":[20],"This":[21,117],"study":[22],"implements":[23],"k-anonymity":[24,182],"on":[25],"16,007":[26],"records":[27,81,136,165],"the":[29,46],"UCI":[30],"Adult":[31],"dataset":[32],"using":[33],"five":[34],"quasi-identifiers":[35],"(age,":[36],"sex,":[37],"race,":[38],"marital":[39],"status,":[40],"native":[41],"country),":[42],"with":[43,54,120,131,186],"income":[44],"as":[45],"sensitive":[47],"attribute.":[48],"The":[49,76],"method":[50],"full-domain":[52],"generalization":[53,64],"record":[55],"suppression":[56],"(5%":[57],"limit),":[58],"evaluating":[59],"all":[60,89],"180":[61],"combinations":[62],"levels":[65],"k":[67,143,149],"=":[68,108,115,144,150],"2,":[69],"3,":[70],"5,":[71],"10":[73],"in":[74,123,168,173],"Python.":[75],"results":[77],"show":[78],"that":[79,170],"unique":[80],"fell":[82,96,102],"from":[83,103,127],"1,352":[84],"(8.45%)":[85],"to":[86,97,105,112,129,133,162,178],"zero":[87],"values":[90],"k,":[92],"maximum":[93],"re-identification":[94],"1/k,":[98],"average":[100],"0.1442":[104],"0.0341":[106],"(k":[107,114],"2)":[109],"down":[111],"0.0045":[113],"10).":[116],"protection":[118],"came":[119],"rise":[122],"total":[124],"information":[125],"loss":[126],"0.0922":[128],"0.2471,":[130],"4.2%":[132],"4.7%":[134],"suppressed":[137],"age":[139],"fully":[140],"hidden":[141],"at":[142],"10.":[145],"In":[146],"this":[147],"configuration,":[148],"5":[151],"was":[152],"balanced":[154],"choice":[155],"between":[156],"privacy":[157],"utility.":[159],"However,":[160],"1.51%":[161],"12.65%":[163],"still":[166],"sit":[167],"classes":[169],"are":[171],"homogeneous":[172],"income,":[174],"leaving":[175],"them":[176],"vulnerable":[177],"homogeneity":[179],"attacks,":[180],"so":[181],"should":[183],"be":[184],"complemented":[185],"l-diversity":[187],"or":[188],"t-closeness.":[189]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-11-09T00:00:00"}