{"id":"https://openalex.org/W6962867382","doi":"https://doi.org/10.18420/btw2025-48","title":"Discovering Suitable Anonymization Techniques: A Privacy Toolbox for Data Experts","display_name":"Discovering Suitable Anonymization Techniques: A Privacy Toolbox for Data Experts","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W6962867382","doi":"https://doi.org/10.18420/btw2025-48"},"language":"en","primary_location":{"id":"doi:10.18420/btw2025-48","is_oa":true,"landing_page_url":"https://doi.org/10.18420/btw2025-48","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.18420/btw2025-48","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Fieschi, Andrea","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fieschi, Andrea","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Hirmer, Pascal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hirmer, Pascal","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Stach, Christoph","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stach, Christoph","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23144684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.7644000053405762,"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":0.7644000053405762,"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":0.06549999862909317,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.019099999219179153,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/toolbox","display_name":"Toolbox","score":0.9711999893188477},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5964999794960022},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5963000059127808},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5533000230789185},{"id":"https://openalex.org/keywords/data-anonymization","display_name":"Data anonymization","score":0.3630000054836273}],"concepts":[{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.9711999893188477},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8269000053405762},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5964999794960022},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5963000059127808},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5533000230789185},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3790000081062317},{"id":"https://openalex.org/C2776945810","wikidata":"https://www.wikidata.org/wiki/Q17006654","display_name":"Data anonymization","level":3,"score":0.3630000054836273},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3294000029563904},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.28870001435279846},{"id":"https://openalex.org/C10511746","wikidata":"https://www.wikidata.org/wiki/Q899388","display_name":"Data security","level":3,"score":0.259799987077713},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2506999969482422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18420/btw2025-48","is_oa":true,"landing_page_url":"https://doi.org/10.18420/btw2025-48","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.18420/btw2025-48","is_oa":true,"landing_page_url":"https://doi.org/10.18420/btw2025-48","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7685248255729675}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Identifying":[0],"the":[1,39,90,101,106,110],"appropriate":[2],"anonymization":[3,31,102],"technique":[4],"is":[5],"a":[6,26,50,64],"critical":[7],"yet":[8],"challenging":[9],"task":[10],"for":[11,42,89],"developers,":[12],"data":[13],"scientists,":[14],"and":[15,52,72,96,119],"security":[16],"practitioners.":[17],"Our":[18,86],"interactive":[19],"toolbox":[20,48,87],"addresses":[21],"this":[22],"challenge":[23],"by":[24,112,115],"providing":[25],"comprehensive":[27],"overview":[28,54],"of":[29,55,93],"available":[30],"techniques":[32,68,82],"to":[33,69,79],"assist":[34],"privacy-conscious":[35],"developers":[36,78],"in":[37,109],"selecting":[38],"right":[40],"one":[41],"their":[43],"specific":[44],"use":[45],"cases.":[46],"The":[47],"offers":[49],"hierarchical":[51],"classified":[53],"techniques,":[56],"each":[57],"detailed":[58],"with":[59],"meta-model":[60],"information.":[61],"It":[62],"employs":[63],"modular":[65],"approach,":[66],"allowing":[67],"be":[70],"implemented":[71],"deployed":[73],"independently.":[74],"Additionally,":[75],"it":[76],"enables":[77],"evaluate":[80],"these":[81],"on":[83],"test":[84],"datasets.":[85],"allows":[88],"easy":[91],"addition":[92],"new":[94],"categories":[95],"modules.":[97],"This":[98],"paper":[99],"demonstrates":[100],"toolbox\u2019s":[103],"capabilities,":[104],"simplifying":[105],"decision-making":[107],"process":[108],"Anonymization":[111],"Design":[113],"cycle":[114],"ensuring":[116],"overview,":[117],"modularity,":[118],"flexibility.":[120]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
