{"id":"https://openalex.org/W4296550179","doi":"https://doi.org/10.1145/3511808.3557362","title":"Inferring Sensitive Attributes from Model Explanations","display_name":"Inferring Sensitive Attributes from Model Explanations","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4296550179","doi":"https://doi.org/10.1145/3511808.3557362"},"language":"en","primary_location":{"id":"doi:10.1145/3511808.3557362","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3511808.3557362","pdf_url":null,"source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"},"type":"conference-paper","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/A5037812896","display_name":"Vasisht Duddu","orcid":"https://orcid.org/0000-0003-2138-4341"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vasisht Duddu","raw_affiliation_strings":["University of Waterloo, Waterloo, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108082107","display_name":"Antoine Boutet","orcid":null},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Antoine Boutet","raw_affiliation_strings":["Univ Lyon, INSA Lyon, Inria, CITI, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Lyon, INSA Lyon, Inria, CITI, Lyon, France","institution_ids":["https://openalex.org/I48430043","https://openalex.org/I100532134"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"416","last_page":"425"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994000196456909,"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":0.9994000196456909,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9968000054359436,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9914000034332275,"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/computer-science","display_name":"Computer science","score":0.8072259426116943},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.8049331903457642},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.7847206592559814},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5671333074569702},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41672733426094055},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4012920558452606},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.18831667304039001},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09287205338478088}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8072259426116943},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.8049331903457642},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.7847206592559814},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5671333074569702},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41672733426094055},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4012920558452606},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.18831667304039001},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09287205338478088}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3511808.3557362","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3511808.3557362","pdf_url":null,"source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4734567674","display_name":"interdisciplinary Project on Privacy","funder_award_id":"ANR-22-PECY-0002","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2033092546","https://openalex.org/W2051267297","https://openalex.org/W2595058628","https://openalex.org/W2795435272","https://openalex.org/W2897830718","https://openalex.org/W2913039310","https://openalex.org/W2945976633","https://openalex.org/W2948130259","https://openalex.org/W2963560987","https://openalex.org/W2982669769","https://openalex.org/W3005073185","https://openalex.org/W3005086430","https://openalex.org/W3084211614","https://openalex.org/W3128506960","https://openalex.org/W3165040079","https://openalex.org/W3165639541","https://openalex.org/W3189843092","https://openalex.org/W6762929394"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":{"Model":[0],"explanations":[1,32],"provide":[2],"transparency":[3],"into":[4],"a":[5,13],"trained":[6],"machine":[7],"learning":[8],"model's":[9],"blackbox":[10],"behavior":[11],"to":[12,24],"model":[14,27,52],"builder.":[15],"They":[16],"indicate":[17],"the":[18],"influence":[19],"of":[20,31,51],"different":[21],"input":[22,34],"attributes":[23],"its":[25],"corresponding":[26],"prediction.":[28],"The":[29],"dependency":[30],"on":[33,48],"raises":[35],"privacy":[36,49],"concerns":[37],"for":[38],"sensitive":[39],"user":[40],"data.":[41],"However,":[42],"current":[43],"literature":[44],"has":[45],"limited":[46],"discussion":[47],"risks":[50],"explanations.":[53]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}