{"id":"https://openalex.org/W4388925899","doi":"https://doi.org/10.1109/bigdata59044.2023.10386218","title":"Towards an evolution in the characterization of the risk of re-identification of medical images","display_name":"Towards an evolution in the characterization of the risk of re-identification of medical images","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4388925899","doi":"https://doi.org/10.1109/bigdata59044.2023.10386218"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata59044.2023.10386218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata59044.2023.10386218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04299422v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031657772","display_name":"Antoine Boutet","orcid":"https://orcid.org/0000-0002-4057-416X"},"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","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"]},{"raw_affiliation_string":"Univ. Lyon, INSA Lyon, Inria, CITI, Lyon, France","institution_ids":["https://openalex.org/I48430043","https://openalex.org/I100532134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072554919","display_name":"Carole Frindel","orcid":"https://orcid.org/0000-0003-4570-0994"},"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/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"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":"Carole Frindel","raw_affiliation_strings":["Univ. Lyon, INSA Lyon, CREATIS,Lyon,France","Univ. Lyon, INSA Lyon, CREATIS, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lyon, INSA Lyon, CREATIS,Lyon,France","institution_ids":["https://openalex.org/I4210138704","https://openalex.org/I48430043","https://openalex.org/I100532134"]},{"raw_affiliation_string":"Univ. Lyon, INSA Lyon, CREATIS, Lyon, France","institution_ids":["https://openalex.org/I4210138704","https://openalex.org/I48430043","https://openalex.org/I100532134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049210535","display_name":"Mohamed Maouche","orcid":"https://orcid.org/0000-0001-6473-7173"},"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":"Mohamed Maouche","raw_affiliation_strings":["Univ. Lyon, INSA Lyon, Inria, CITI,Lyon,France","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"]},{"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":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1123,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42829223,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"5454","last_page":"5459"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11448","display_name":"Face recognition and analysis","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12663","display_name":"Body Image and Dysmorphia Studies","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7217106223106384},{"id":"https://openalex.org/keywords/sophistication","display_name":"Sophistication","score":0.6380193829536438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6250499486923218},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5391853451728821},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4716065526008606},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.42955368757247925},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36598697304725647}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7217106223106384},{"id":"https://openalex.org/C168725872","wikidata":"https://www.wikidata.org/wiki/Q991663","display_name":"Sophistication","level":2,"score":0.6380193829536438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6250499486923218},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5391853451728821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4716065526008606},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.42955368757247925},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36598697304725647},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata59044.2023.10386218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata59044.2023.10386218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04299422v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04299422/document","pdf_url":"https://hal.science/hal-04299422v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BigData 2023 - IEEE International Conference on Big Data, Dec 2023, Sorrento, Italy. pp.1-6","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04299422v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04299422/document","pdf_url":"https://hal.science/hal-04299422v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BigData 2023 - IEEE International Conference on Big Data, Dec 2023, Sorrento, Italy. pp.1-6","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388925899.pdf","grobid_xml":"https://content.openalex.org/works/W4388925899.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1622838444","https://openalex.org/W1983022940","https://openalex.org/W1983608702","https://openalex.org/W2026616100","https://openalex.org/W2115252128","https://openalex.org/W2118074573","https://openalex.org/W2561494839","https://openalex.org/W2777595189","https://openalex.org/W2895859383","https://openalex.org/W2962793481","https://openalex.org/W2982036758","https://openalex.org/W3007123075","https://openalex.org/W3100596631","https://openalex.org/W3109496323","https://openalex.org/W3112171127","https://openalex.org/W3131252163","https://openalex.org/W3169520060","https://openalex.org/W3201226847","https://openalex.org/W4210896027","https://openalex.org/W4241074797","https://openalex.org/W4312088179","https://openalex.org/W4312274357","https://openalex.org/W4320458967","https://openalex.org/W4379056897","https://openalex.org/W6677618333","https://openalex.org/W6810404315","https://openalex.org/W6850378466"],"related_works":["https://openalex.org/W2317823609","https://openalex.org/W4241263575","https://openalex.org/W3130462184","https://openalex.org/W2902287117","https://openalex.org/W4318256508","https://openalex.org/W2401463593","https://openalex.org/W2349808627","https://openalex.org/W2391671934","https://openalex.org/W3023500690","https://openalex.org/W3124280623"],"abstract_inverted_index":{"As":[0],"facial":[1,49,67,132,146],"recognition":[2,50,68,133],"technology":[3],"proliferates,":[4],"concerns":[5],"emerge":[6],"regarding":[7],"its":[8],"application":[9],"to":[10,70,78],"medical":[11,58],"imaging,":[12],"specifically":[13],"Magnetic":[14],"Resonance":[15],"Imaging":[16],"(MRI).":[17],"This":[18,115],"paper":[19],"investigates":[20],"privacy":[21,119,171],"risks":[22,120],"associated":[23,121],"with":[24,44,122],"MRI":[25,41,106,123,164],"data,":[26,91,165],"including":[27],"re-identification":[28,56],"through":[29],"social":[30],"network":[31],"photographs":[32,151],"and":[33,65,87,112,134],"sensitive":[34],"attribute":[35],"inference.":[36],"The":[37],"exponential":[38],"growth":[39],"in":[40,162],"quality":[42],"coincides":[43],"the":[45,53,85,100,118,129,153,167],"increasing":[46],"sophistication":[47],"of":[48,89,102,131,155],"tools,":[51],"raising":[52],"potential":[54],"for":[55,169],"using":[57],"images.":[59],"Our":[60],"attack":[61],"involves":[62],"reconstructing":[63],"faces":[64],"applying":[66],"techniques":[69],"extract":[71],"identifying":[72],"features":[73],"that":[74,137,145],"can":[75],"be":[76],"compared":[77],"photographs.":[79],"Legal":[80],"frameworks":[81],"like":[82],"GDPR":[83],"mandate":[84],"assessment":[86],"protection":[88],"personal":[90],"necessitating":[92],"continuous":[93],"risk":[94,154],"evaluation.":[95],"Beyond":[96],"re-identification,":[97],"we":[98],"explore":[99],"inference":[101],"individual":[103],"attributes":[104],"from":[105],"images,":[107],"such":[108],"as":[109],"age,":[110],"gender,":[111],"ethnic":[113],"group.":[114],"research":[116],"assesses":[117],"data":[124],"by":[125],"taking":[126],"into":[127],"account":[128],"evolution":[130],"reconstruction":[135],"tools":[136],"have":[138],"become":[139],"increasingly":[140],"accessible.":[141],"We":[142],"also":[143],"show":[144],"hair":[147],"removal":[148],"technique":[149],"on":[150],"increases":[152],"re-identification.":[156],"Overall,":[157],"our":[158],"results":[159],"highlight":[160],"vulnerabilities":[161],"sharing":[163],"emphasizing":[166],"need":[168],"enhanced":[170],"safeguards.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}