{"id":"https://openalex.org/W4416677830","doi":"https://doi.org/10.1109/dsaa65442.2025.11247969","title":"A Survey on Current Trends and Recent Advances in Text Anonymization","display_name":"A Survey on Current Trends and Recent Advances in Text Anonymization","publication_year":2025,"publication_date":"2025-10-09","ids":{"openalex":"https://openalex.org/W4416677830","doi":"https://doi.org/10.1109/dsaa65442.2025.11247969"},"language":"en","primary_location":{"id":"doi:10.1109/dsaa65442.2025.11247969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsaa65442.2025.11247969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 12th International Conference on Data Science and Advanced Analytics (DSAA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003368121","display_name":"Tobias Deu\u00dfer","orcid":"https://orcid.org/0000-0003-4685-0847"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tobias Deu\u00dfer","raw_affiliation_strings":["University of Bonn,Bonn,Germany"],"affiliations":[{"raw_affiliation_string":"University of Bonn,Bonn,Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115904446","display_name":"Lorenz Sparrenberg","orcid":null},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lorenz Sparrenberg","raw_affiliation_strings":["University of Bonn,Bonn,Germany"],"affiliations":[{"raw_affiliation_string":"University of Bonn,Bonn,Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102998018","display_name":"Armin Berger","orcid":"https://orcid.org/0009-0003-1924-8401"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Armin Berger","raw_affiliation_strings":["University of Bonn,Bonn,Germany"],"affiliations":[{"raw_affiliation_string":"University of Bonn,Bonn,Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119252625","display_name":"Max Hahnb\u00fcck","orcid":null},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Max Hahnb\u00fcck","raw_affiliation_strings":["University of Bonn,Bonn,Germany"],"affiliations":[{"raw_affiliation_string":"University of Bonn,Bonn,Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003875445","display_name":"Christian Bauckhage","orcid":"https://orcid.org/0000-0001-6615-2128"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Bauckhage","raw_affiliation_strings":["University of Bonn,Bonn,Germany"],"affiliations":[{"raw_affiliation_string":"University of Bonn,Bonn,Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064201630","display_name":"Rafet Sifa","orcid":"https://orcid.org/0009-0004-6680-8210"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rafet Sifa","raw_affiliation_strings":["University of Bonn,Bonn,Germany"],"affiliations":[{"raw_affiliation_string":"University of Bonn,Bonn,Germany","institution_ids":["https://openalex.org/I135140700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5003368121"],"corresponding_institution_ids":["https://openalex.org/I135140700"],"apc_list":null,"apc_paid":null,"fwci":2.7978,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.9309671,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.41429999470710754,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.41429999470710754,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.28459998965263367,"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":0.09210000187158585,"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/usability","display_name":"Usability","score":0.5931000113487244},{"id":"https://openalex.org/keywords/transformative-learning","display_name":"Transformative learning","score":0.5882999897003174},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5088000297546387},{"id":"https://openalex.org/keywords/data-anonymization","display_name":"Data anonymization","score":0.4666999876499176},{"id":"https://openalex.org/keywords/confidentiality","display_name":"Confidentiality","score":0.438400000333786},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.39739999175071716}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6694999933242798},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6657999753952026},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5931000113487244},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.5882999897003174},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5088000297546387},{"id":"https://openalex.org/C2776945810","wikidata":"https://www.wikidata.org/wiki/Q17006654","display_name":"Data anonymization","level":3,"score":0.4666999876499176},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.438400000333786},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.39739999175071716},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.3325999975204468},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.3125999867916107},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.30979999899864197},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.28439998626708984},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.27320000529289246},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.2669999897480011},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.26660001277923584}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dsaa65442.2025.11247969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsaa65442.2025.11247969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 12th International Conference on Data Science and Advanced Analytics (DSAA)","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/508078","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/508078","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W3007507555","https://openalex.org/W3101433861","https://openalex.org/W3157562165","https://openalex.org/W3160540087","https://openalex.org/W3175115403","https://openalex.org/W3184406703","https://openalex.org/W3195494141","https://openalex.org/W3203265613","https://openalex.org/W3204613796","https://openalex.org/W3212829701","https://openalex.org/W4286005443","https://openalex.org/W4292793781","https://openalex.org/W4295837622","https://openalex.org/W4312328509","https://openalex.org/W4312353038","https://openalex.org/W4321441958","https://openalex.org/W4372270347","https://openalex.org/W4377704658","https://openalex.org/W4381432202","https://openalex.org/W4385572039","https://openalex.org/W4385734287","https://openalex.org/W4386516396","https://openalex.org/W4386566847","https://openalex.org/W4386576849","https://openalex.org/W4387017455","https://openalex.org/W4389519589","https://openalex.org/W4389524064","https://openalex.org/W4390124902","https://openalex.org/W4391093139","https://openalex.org/W4392757494","https://openalex.org/W4392976136","https://openalex.org/W4399972440","https://openalex.org/W4401043358","https://openalex.org/W4401043607","https://openalex.org/W4401362362","https://openalex.org/W4402190773","https://openalex.org/W4402278534","https://openalex.org/W4402669784","https://openalex.org/W4402670118","https://openalex.org/W4402709441","https://openalex.org/W4404781503","https://openalex.org/W4404781901","https://openalex.org/W4404791716","https://openalex.org/W4404867262","https://openalex.org/W4406062884","https://openalex.org/W4406093375","https://openalex.org/W4407046395","https://openalex.org/W4410810547","https://openalex.org/W4411119189"],"related_works":[],"abstract_inverted_index":{"The":[0,81],"proliferation":[1],"of":[2,39,66,116,133,160],"textual":[3],"data":[4,25],"containing":[5],"sensitive":[6],"personal":[7],"information":[8],"across":[9],"various":[10],"domains":[11],"requires":[12],"robust":[13],"anonymization":[14,47,134],"techniques":[15],"to":[16,154,165],"protect":[17],"privacy":[18,106],"and":[19,29,42,77,87,98,108,111,127,144,157,163,173],"comply":[20],"with":[21],"regulations,":[22],"while":[23],"preserving":[24],"usability":[26],"for":[27,130,170],"diverse":[28],"crucial":[30],"downstream":[31],"tasks.":[32],"This":[33,136],"survey":[34,82],"provides":[35],"a":[36],"comprehen-sive":[37],"overview":[38],"current":[40,139],"trends":[41,143],"recent":[43],"advances":[44],"in":[45,90,175],"text":[46],"techniques.":[48],"We":[49,100],"begin":[50],"by":[51],"discussing":[52],"foundational":[53],"approaches,":[54],"primarily":[55],"centered":[56],"on":[57],"Named":[58],"Entity":[59],"Recognition,":[60],"before":[61],"examining":[62],"the":[63,113,148,152,158],"transformative":[64],"impact":[65],"Large":[67],"Language":[68],"Models,":[69],"detailing":[70],"their":[71],"dual":[72],"role":[73],"as":[74,94],"sophisticated":[75],"anonymizers":[76],"potent":[78],"de-anonymization":[79],"threats.":[80],"further":[83],"ex-plores":[84],"domain-specific":[85],"challenges":[86],"tailored":[88],"solutions":[89],"critical":[91],"sectors":[92],"such":[93],"healthcare,":[95],"law,":[96],"finance,":[97],"education.":[99],"investigate":[101],"advanced":[102],"methodologies":[103],"incorporating":[104],"formal":[105],"models":[107],"risk-aware":[109],"frameworks,":[110,123],"address":[112,155],"specialized":[114],"subfield":[115],"authorship":[117],"anonymization.":[118],"Additionally,":[119],"we":[120],"review":[121,137],"evaluation":[122],"comprehensive":[124],"metrics,":[125],"benchmarks,":[126],"practical":[128],"toolkits":[129],"real-world":[131],"deployment":[132],"solutions.":[135],"consolidates":[138],"knowledge,":[140],"identifies":[141],"emerging":[142],"persistent":[145],"challenges,":[146],"including":[147],"evolving":[149],"privacy-utility":[150],"trade-off,":[151],"need":[153],"quasi-identifiers,":[156],"implications":[159],"LLM":[161],"capabilities,":[162],"aims":[164],"guide":[166],"future":[167],"research":[168],"directions":[169],"both":[171],"academics":[172],"practitioners":[174],"this":[176],"field.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-11-25T00:00:00"}
