{"id":"https://openalex.org/W4361303853","doi":"https://doi.org/10.1145/3588765","title":"Survey on Privacy-Preserving Techniques for Microdata Publication","display_name":"Survey on Privacy-Preserving Techniques for Microdata Publication","publication_year":2023,"publication_date":"2023-03-29","ids":{"openalex":"https://openalex.org/W4361303853","doi":"https://doi.org/10.1145/3588765"},"language":"en","primary_location":{"id":"doi:10.1145/3588765","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3588765","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3588765","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3588765","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035239952","display_name":"T\u00e2nia Carvalho","orcid":"https://orcid.org/0000-0002-7700-1955"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"T\u00e2nia Carvalho","raw_affiliation_strings":["University of Porto"],"raw_orcid":"https://orcid.org/0000-0002-7700-1955","affiliations":[{"raw_affiliation_string":"University of Porto","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047689411","display_name":"Nuno Moniz","orcid":"https://orcid.org/0000-0003-4322-1076"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nuno Moniz","raw_affiliation_strings":["INESC TEC/University of Porto"],"raw_orcid":"https://orcid.org/0000-0003-4322-1076","affiliations":[{"raw_affiliation_string":"INESC TEC/University of Porto","institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103102288","display_name":"Pedro Faria","orcid":"https://orcid.org/0009-0004-1633-7887"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pedro Faria","raw_affiliation_strings":["TekPrivacy"],"raw_orcid":"https://orcid.org/0009-0004-1633-7887","affiliations":[{"raw_affiliation_string":"TekPrivacy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048190616","display_name":"Lu\u00eds Antunes","orcid":"https://orcid.org/0000-0002-9988-594X"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Lu\u00eds Antunes","raw_affiliation_strings":["University of Porto"],"raw_orcid":"https://orcid.org/0000-0002-9988-594X","affiliations":[{"raw_affiliation_string":"University of Porto","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.0402,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.94991986,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"55","issue":"14s","first_page":"1","last_page":"42"},"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9908999800682068,"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"}},{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.9717000126838684,"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/microdata","display_name":"Microdata (statistics)","score":0.9257522821426392},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.813317596912384},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7685562968254089},{"id":"https://openalex.org/keywords/confidentiality","display_name":"Confidentiality","score":0.6965770721435547},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5173048973083496},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4615405201911926},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4090573489665985},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3961804211139679},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3632078468799591},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35103729367256165},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11476367712020874}],"concepts":[{"id":"https://openalex.org/C2778355071","wikidata":"https://www.wikidata.org/wiki/Q1933849","display_name":"Microdata (statistics)","level":4,"score":0.9257522821426392},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.813317596912384},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7685562968254089},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.6965770721435547},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5173048973083496},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4615405201911926},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4090573489665985},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3961804211139679},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3632078468799591},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35103729367256165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11476367712020874},{"id":"https://openalex.org/C52130261","wikidata":"https://www.wikidata.org/wiki/Q39825","display_name":"Census","level":3,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3588765","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3588765","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3588765","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3588765","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3588765","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3588765","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.75,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1578237752","display_name":null,"funder_award_id":"COMPETE","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G2110831114","display_name":null,"funder_award_id":"SU-ICT-03-2018","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G323769159","display_name":null,"funder_award_id":"PORTUGAL 2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3244141788","display_name":null,"funder_award_id":"50014","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3783317134","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3838636553","display_name":null,"funder_award_id":"-01-0247-","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3891694003","display_name":null,"funder_award_id":"COMPETE_2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G4528900011","display_name":"INESC TEC- Institute for Systems and Computer Engineering, Technology and Science","funder_award_id":"UIDB/50014/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G495187929","display_name":null,"funder_award_id":"EU\u2010H2020","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G5224927334","display_name":null,"funder_award_id":"POCI-01-","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G6126344035","display_name":null,"funder_award_id":"POCI-01\u20130247","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G6384328479","display_name":null,"funder_award_id":"830929","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G7165064708","display_name":null,"funder_award_id":"POCI-01-0247-FEDER-041435","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4361303853.pdf","grobid_xml":"https://content.openalex.org/works/W4361303853.grobid-xml"},"referenced_works_count":197,"referenced_works":["https://openalex.org/W13163275","https://openalex.org/W22424597","https://openalex.org/W45339309","https://openalex.org/W72012145","https://openalex.org/W77545238","https://openalex.org/W77869065","https://openalex.org/W93117474","https://openalex.org/W111859701","https://openalex.org/W129772754","https://openalex.org/W179368776","https://openalex.org/W181055535","https://openalex.org/W200517375","https://openalex.org/W377316480","https://openalex.org/W1491523329","https://openalex.org/W1503506375","https://openalex.org/W1509910777","https://openalex.org/W1514591449","https://openalex.org/W1527356121","https://openalex.org/W1535505269","https://openalex.org/W1538442440","https://openalex.org/W1551855530","https://openalex.org/W1558764609","https://openalex.org/W1563384150","https://openalex.org/W1571963422","https://openalex.org/W1578810938","https://openalex.org/W1584979223","https://openalex.org/W1586468107","https://openalex.org/W1587722051","https://openalex.org/W1588282782","https://openalex.org/W1592767064","https://openalex.org/W1592944099","https://openalex.org/W1601993087","https://openalex.org/W1800104164","https://openalex.org/W1810744206","https://openalex.org/W1831316509","https://openalex.org/W1850196515","https://openalex.org/W1913989311","https://openalex.org/W1965555277","https://openalex.org/W1966103365","https://openalex.org/W1970709192","https://openalex.org/W1975967982","https://openalex.org/W1977873291","https://openalex.org/W1982183556","https://openalex.org/W1983958448","https://openalex.org/W1986581064","https://openalex.org/W1987892279","https://openalex.org/W1987971958","https://openalex.org/W1990534671","https://openalex.org/W1991233706","https://openalex.org/W1992263322","https://openalex.org/W1992286709","https://openalex.org/W1993068078","https://openalex.org/W2004069751","https://openalex.org/W2004261337","https://openalex.org/W2005463964","https://openalex.org/W2009331946","https://openalex.org/W2014521328","https://openalex.org/W2019376841","https://openalex.org/W2023401109","https://openalex.org/W2025385081","https://openalex.org/W2029712629","https://openalex.org/W2030644393","https://openalex.org/W2033403400","https://openalex.org/W2034190452","https://openalex.org/W2034753107","https://openalex.org/W2038873345","https://openalex.org/W2051224630","https://openalex.org/W2059528803","https://openalex.org/W2059900053","https://openalex.org/W2064387580","https://openalex.org/W2065612125","https://openalex.org/W2069171221","https://openalex.org/W2071776923","https://openalex.org/W2073471108","https://openalex.org/W2078445230","https://openalex.org/W2080844952","https://openalex.org/W2081611990","https://openalex.org/W2101460029","https://openalex.org/W2109334766","https://openalex.org/W2110003481","https://openalex.org/W2111272198","https://openalex.org/W2111596427","https://openalex.org/W2113427031","https://openalex.org/W2116241118","https://openalex.org/W2119067110","https://openalex.org/W2120582309","https://openalex.org/W2127574693","https://openalex.org/W2129751437","https://openalex.org/W2132678785","https://openalex.org/W2134167315","https://openalex.org/W2134444677","https://openalex.org/W2135581534","https://openalex.org/W2135930857","https://openalex.org/W2136114025","https://openalex.org/W2139864694","https://openalex.org/W2142406320","https://openalex.org/W2144326136","https://openalex.org/W2146453464","https://openalex.org/W2148130403","https://openalex.org/W2148143831","https://openalex.org/W2150881078","https://openalex.org/W2152321995","https://openalex.org/W2152993171","https://openalex.org/W2153342239","https://openalex.org/W2159024459","https://openalex.org/W2161030490","https://openalex.org/W2161229593","https://openalex.org/W2162105856","https://openalex.org/W2162494758","https://openalex.org/W2166658587","https://openalex.org/W2170204206","https://openalex.org/W2170707709","https://openalex.org/W2171443356","https://openalex.org/W2468124763","https://openalex.org/W2473598913","https://openalex.org/W2478460150","https://openalex.org/W2491948539","https://openalex.org/W2502103294","https://openalex.org/W2507476332","https://openalex.org/W2509827822","https://openalex.org/W2541018429","https://openalex.org/W2557607105","https://openalex.org/W2565167788","https://openalex.org/W2592703722","https://openalex.org/W2616357320","https://openalex.org/W2622579191","https://openalex.org/W2763518948","https://openalex.org/W2769743262","https://openalex.org/W2770147312","https://openalex.org/W2782735162","https://openalex.org/W2783505915","https://openalex.org/W2789226849","https://openalex.org/W2793609677","https://openalex.org/W2795435272","https://openalex.org/W2799292411","https://openalex.org/W2888029895","https://openalex.org/W2890896522","https://openalex.org/W2895718686","https://openalex.org/W2897042519","https://openalex.org/W2902335747","https://openalex.org/W2907793912","https://openalex.org/W2944346404","https://openalex.org/W2961396908","https://openalex.org/W2963693643","https://openalex.org/W2968117339","https://openalex.org/W2973890672","https://openalex.org/W2990346141","https://openalex.org/W2994796192","https://openalex.org/W3003784440","https://openalex.org/W3007878074","https://openalex.org/W3008875066","https://openalex.org/W3012275626","https://openalex.org/W3015471667","https://openalex.org/W3028394171","https://openalex.org/W3029959957","https://openalex.org/W3033682799","https://openalex.org/W3034691820","https://openalex.org/W3040683741","https://openalex.org/W3047695917","https://openalex.org/W3080767027","https://openalex.org/W3082517660","https://openalex.org/W3090899011","https://openalex.org/W3092610491","https://openalex.org/W3098480654","https://openalex.org/W3100279624","https://openalex.org/W3111455426","https://openalex.org/W3113273625","https://openalex.org/W3116008906","https://openalex.org/W3122251534","https://openalex.org/W3126358682","https://openalex.org/W3135544356","https://openalex.org/W3137176804","https://openalex.org/W3154624104","https://openalex.org/W3165064799","https://openalex.org/W3165142516","https://openalex.org/W3174809947","https://openalex.org/W3194390962","https://openalex.org/W3202122949","https://openalex.org/W3206966921","https://openalex.org/W3213185541","https://openalex.org/W4206701711","https://openalex.org/W4224308799","https://openalex.org/W4234296452","https://openalex.org/W4255574744","https://openalex.org/W4281968730","https://openalex.org/W4285149890","https://openalex.org/W4288296172","https://openalex.org/W4288345394","https://openalex.org/W4289520498","https://openalex.org/W4301385460","https://openalex.org/W4312948108","https://openalex.org/W6603799212","https://openalex.org/W6632343493","https://openalex.org/W6634955221","https://openalex.org/W6765451912","https://openalex.org/W6787012464","https://openalex.org/W6824583106"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W2905433371"],"abstract_inverted_index":{"The":[0,81],"exponential":[1],"growth":[2],"of":[3,45,67,94,132,181,187],"collected,":[4],"processed,":[5],"and":[6,21,32,77,109,124,151,154,191],"shared":[7],"microdata":[8,31,142],"has":[9],"given":[10],"rise":[11],"to":[12,25,41,85,111,174],"concerns":[13],"about":[14],"individuals\u2019":[15],"privacy.":[16],"As":[17],"a":[18,70,184],"result,":[19],"laws":[20],"regulations":[22],"have":[23],"emerged":[24],"control":[26],"what":[27],"organisations":[28],"do":[29],"with":[30,69],"how":[33],"they":[34],"protect":[35,86],"it.":[36],"Statistical":[37,100],"Disclosure":[38,101],"Control":[39,102],"seeks":[40],"reduce":[42],"the":[43,87,92,95,133,163,171,179],"risk":[44],"confidential":[46],"information":[47,152],"disclosure":[48,149],"by":[49,167],"de-identifying":[50],"them.":[51],"Such":[52],"de-identification":[53,134],"is":[54,84,103,107,116],"guaranteed":[55],"through":[56],"privacy-preserving":[57],"techniques":[58],"(PPTs).":[59],"However,":[60],"de-identified":[61],"data":[62,74,96],"usually":[63],"results":[64],"in":[65,141],"loss":[66,153],"information,":[68],"possible":[71],"impact":[72],"on":[73,129],"analysis":[75,186],"precision":[76],"model":[78],"predictive":[79,155],"performance.":[80],"main":[82,164,172],"goal":[83],"individual\u2019s":[88],"privacy":[89,123,144,168],"while":[90],"maintaining":[91],"interpretability":[93],"(i.e.,":[97],"its":[98],"usefulness).":[99],"an":[104],"area":[105],"that":[106,120],"expanding":[108],"needs":[110],"be":[112],"explored":[113],"since":[114],"there":[115],"still":[117],"no":[118],"solution":[119],"guarantees":[121],"optimal":[122],"utility.":[125],"This":[126],"survey":[127],"focuses":[128],"all":[130],"steps":[131],"process.":[135],"We":[136],"present":[137],"existing":[138,188],"PPTs":[139],"used":[140],"de-identification,":[143],"measures":[145],"suitable":[146],"for":[147],"several":[148],"types,":[150],"performance":[156],"measures.":[157],"In":[158],"this":[159],"survey,":[160],"we":[161],"discuss":[162],"challenges":[165],"raised":[166],"constraints,":[169],"describe":[170],"approaches":[173],"handle":[175],"these":[176],"obstacles,":[177],"review":[178],"taxonomies":[180],"PPTs,":[182],"provide":[183],"theoretical":[185],"comparative":[189],"studies,":[190],"raise":[192],"multiple":[193],"open":[194],"issues.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":2}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}