{"id":"https://openalex.org/W4415444011","doi":"https://doi.org/10.1109/access.2025.3624312","title":"Mitigating Authorship Attribution in Social Media Texts: A Privacy by Translation Approach","display_name":"Mitigating Authorship Attribution in Social Media Texts: A Privacy by Translation Approach","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415444011","doi":"https://doi.org/10.1109/access.2025.3624312"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3624312","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3624312","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3624312","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040754771","display_name":"Sakib Shahriar","orcid":"https://orcid.org/0000-0002-5778-4876"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sakib Shahriar","raw_affiliation_strings":["School of Computer Science, University of Guelph, Guelph, ON, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Guelph, Guelph, ON, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060317184","display_name":"Rozita Dara","orcid":null},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rozita Dara","raw_affiliation_strings":["School of Computer Science, University of Guelph, Guelph, ON, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Guelph, Guelph, ON, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073867210","display_name":"Fattane Zarrinkalam","orcid":"https://orcid.org/0000-0002-2102-9190"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fattane Zarrinkalam","raw_affiliation_strings":["School of Engineering, University of Guelph, Guelph, ON, Canada"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Guelph, Guelph, ON, Canada","institution_ids":["https://openalex.org/I79817857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040754771"],"corresponding_institution_ids":["https://openalex.org/I79817857"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.3568,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.91539194,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"185709","last_page":"185725"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9955000281333923,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9955000281333923,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9865000247955322,"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/T14432","display_name":"Freedom of Expression and Defamation","score":0.9580000042915344,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"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/authorship-attribution","display_name":"Authorship attribution","score":0.7847999930381775},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7293999791145325},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7035999894142151},{"id":"https://openalex.org/keywords/attribution","display_name":"Attribution","score":0.5214999914169312},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5034999847412109},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47380000352859497},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.4207000136375427}],"concepts":[{"id":"https://openalex.org/C3020202489","wikidata":"https://www.wikidata.org/wiki/Q2032038","display_name":"Authorship attribution","level":2,"score":0.7847999930381775},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7807000279426575},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7293999791145325},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7035999894142151},{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.5214999914169312},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5034999847412109},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4903999865055084},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47380000352859497},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.4207000136375427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40230000019073486},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.3986999988555908},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36480000615119934},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.3596000075340271},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3395000100135803},{"id":"https://openalex.org/C11693617","wikidata":"https://www.wikidata.org/wiki/Q181839","display_name":"Pragmatics","level":2,"score":0.313400000333786},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.30250000953674316},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.30219998955726624},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.3012999892234802},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.29649999737739563},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2912999987602234},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2897000014781952},{"id":"https://openalex.org/C313442","wikidata":"https://www.wikidata.org/wiki/Q778556","display_name":"Persona","level":2,"score":0.2572000026702881}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3624312","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3624312","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:601f1707b4834984b97c6ff81e3f1a58","is_oa":true,"landing_page_url":"https://doaj.org/article/601f1707b4834984b97c6ff81e3f1a58","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 185709-185725 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3624312","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3624312","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,139],"exponential":[1],"growth":[2],"of":[3,98,154,161],"social":[4,58,65,134],"media":[5,18,59,66,135],"usage":[6],"has":[7],"raised":[8],"significant":[9],"privacy":[10,22,91,130],"concerns,":[11],"especially":[12],"regarding":[13],"adversarial":[14,143],"authorship":[15,25,52,144,175],"attribution.":[16,176],"Social":[17],"texts":[19,67],"pose":[20],"distinctive":[21],"risks":[23],"for":[24,39,57],"attribution":[26],"due":[27],"to":[28,50,86,170],"their":[29,172],"informal,":[30],"high-variance":[31],"style.":[32,75],"We":[33,94,156],"study":[34],"Privacy":[35,48],"by":[36,146],"Translation":[37],"(PbT)":[38],"this":[40],"setting":[41],"and":[42,84,92,104,125,131,148,167],"its":[43],"evaluated":[44],"hybrid":[45,115,140],"with":[46,107,119],"Differential":[47],"(PbT+DP)":[49],"mitigate":[51],"identification":[53],"while":[54],"preserving":[55],"utility":[56,132],"mental-health":[60],"classification.":[61,138],"Our":[62,110],"method":[63,100,141],"transforms":[64],"into":[68],"semantically":[69],"equivalent":[70],"forms":[71],"that":[72,113],"obscure":[73],"authorial":[74],"PbT":[76,120],"is":[77],"formulated":[78],"in":[79,128,133,174],"a":[80,114],"two-step":[81],"process":[82],"(translation":[83],"learning)":[85],"optimize":[87],"the":[88,96,159],"trade-off":[89],"between":[90],"utility.":[93],"assess":[95],"effectiveness":[97],"our":[99],"across":[101],"various":[102],"languages":[103],"compare":[105],"it":[106],"existing":[108,126],"methods.":[109],"findings":[111],"reveal":[112],"approach":[116],"combining":[117],"DP":[118],"outperforms":[121],"standalone":[122],"PbT,":[123],"DP,":[124],"methods":[127],"balancing":[129],"mental":[136],"health":[137],"reduces":[142],"classification":[145],"89.1%":[147],"maintains":[149],"an":[150],"efficient":[151],"privacy-utility":[152],"ratio":[153],"0.40.":[155],"also":[157],"investigate":[158],"transformation":[160],"linguistic":[162],"features,":[163],"including":[164],"stylistic,":[165],"syntactic,":[166],"semantic":[168],"elements,":[169],"understand":[171],"roles":[173]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-24T00:00:00"}