{"id":"https://openalex.org/W4397032835","doi":"https://doi.org/10.1007/s00521-024-09703-0","title":"Leveraging deep learning-assisted attacks against image obfuscation via federated learning","display_name":"Leveraging deep learning-assisted attacks against image obfuscation via federated learning","publication_year":2024,"publication_date":"2024-05-18","ids":{"openalex":"https://openalex.org/W4397032835","doi":"https://doi.org/10.1007/s00521-024-09703-0"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-09703-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09703-0","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-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/A5057122525","display_name":"Jimmy Tekli","orcid":"https://orcid.org/0000-0001-6021-5554"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2802759292","display_name":"Franche-Comt\u00e9 \u00c9lectronique M\u00e9canique Thermique et Optique - Sciences et Technologies","ror":"https://ror.org/004fmxv66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I53262699"]},{"id":"https://openalex.org/I4210156768","display_name":"BMW Group (Germany)","ror":"https://ror.org/044kkbh92","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210156768"]},{"id":"https://openalex.org/I90843659","display_name":"Universit\u00e9 de Franche-Comt\u00e9","ror":"https://ror.org/03pcc9z86","country_code":"FR","type":"education","lineage":["https://openalex.org/I90843659"]}],"countries":["DE","FR"],"is_corresponding":true,"raw_author_name":"Jimmy Tekli","raw_affiliation_strings":["BMW Group, Munich, Germany","Universit\u00e9 de Franche-Comt\u00e9, CNRS, institut FEMTO-ST, F-90000 Belfort, France"],"raw_orcid":"https://orcid.org/0000-0001-6021-5554","affiliations":[{"raw_affiliation_string":"BMW Group, Munich, Germany","institution_ids":["https://openalex.org/I4210156768"]},{"raw_affiliation_string":"Universit\u00e9 de Franche-Comt\u00e9, CNRS, institut FEMTO-ST, F-90000 Belfort, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I90843659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108485370","display_name":"B\u00e9chara Al Bouna","orcid":null},"institutions":[{"id":"https://openalex.org/I20307877","display_name":"Antonine University","ror":"https://ror.org/03gc39678","country_code":"LB","type":"education","lineage":["https://openalex.org/I20307877"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Bechara Al Bouna","raw_affiliation_strings":["TICKET Lab, Antonine University, Baabda, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TICKET Lab, Antonine University, Baabda, Lebanon","institution_ids":["https://openalex.org/I20307877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066781244","display_name":"Gilbert Tekli","orcid":"https://orcid.org/0000-0001-7549-3223"},"institutions":[{"id":"https://openalex.org/I168913471","display_name":"University of Balamand","ror":"https://ror.org/01xvwxv41","country_code":"LB","type":"education","lineage":["https://openalex.org/I168913471"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Gilbert Tekli","raw_affiliation_strings":["University of Balamand, T&R4.0 CoE, Balamand, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Balamand, T&R4.0 CoE, Balamand, Lebanon","institution_ids":["https://openalex.org/I168913471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031503129","display_name":"Rapha\u00ebl Couturier","orcid":"https://orcid.org/0000-0003-1490-9592"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2802759292","display_name":"Franche-Comt\u00e9 \u00c9lectronique M\u00e9canique Thermique et Optique - Sciences et Technologies","ror":"https://ror.org/004fmxv66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I53262699"]},{"id":"https://openalex.org/I90843659","display_name":"Universit\u00e9 de Franche-Comt\u00e9","ror":"https://ror.org/03pcc9z86","country_code":"FR","type":"education","lineage":["https://openalex.org/I90843659"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rapha\u00ebl Couturier","raw_affiliation_strings":["Universit\u00e9 de Franche-Comt\u00e9, CNRS, institut FEMTO-ST, F-90000 Belfort, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Franche-Comt\u00e9, CNRS, institut FEMTO-ST, F-90000 Belfort, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I90843659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5098685567","display_name":"Antoine Charbel","orcid":null},"institutions":[{"id":"https://openalex.org/I20307877","display_name":"Antonine University","ror":"https://ror.org/03gc39678","country_code":"LB","type":"education","lineage":["https://openalex.org/I20307877"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Antoine Charbel","raw_affiliation_strings":["TICKET Lab, Antonine University, Baabda, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TICKET Lab, Antonine University, Baabda, Lebanon","institution_ids":["https://openalex.org/I20307877"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5057122525"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I4210156768","https://openalex.org/I90843659"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.729,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74822513,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"36","issue":"25","first_page":"15667","last_page":"15684"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9986000061035156,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9986000061035156,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9986000061035156,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9947999715805054,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/obfuscation","display_name":"Obfuscation","score":0.8134167790412903},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7507694959640503},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7368141412734985},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5954226851463318},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42528587579727173},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3268733620643616}],"concepts":[{"id":"https://openalex.org/C40305131","wikidata":"https://www.wikidata.org/wiki/Q2616305","display_name":"Obfuscation","level":2,"score":0.8134167790412903},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7507694959640503},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7368141412734985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5954226851463318},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42528587579727173},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3268733620643616}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-024-09703-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09703-0","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W223868936","https://openalex.org/W1511018748","https://openalex.org/W2024922353","https://openalex.org/W2117539524","https://openalex.org/W2128354257","https://openalex.org/W2147022450","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2412782625","https://openalex.org/W2476457629","https://openalex.org/W2753783305","https://openalex.org/W2887695188","https://openalex.org/W2963470893","https://openalex.org/W2978882452","https://openalex.org/W2997157185","https://openalex.org/W3000164997","https://openalex.org/W3007267976","https://openalex.org/W3021026170","https://openalex.org/W3035574168","https://openalex.org/W3089578458","https://openalex.org/W3106250896","https://openalex.org/W3108946571","https://openalex.org/W3124561108","https://openalex.org/W3128517670","https://openalex.org/W3179610792","https://openalex.org/W3193369220","https://openalex.org/W3214388262","https://openalex.org/W4210780574","https://openalex.org/W4225302978","https://openalex.org/W4252216378","https://openalex.org/W4285722492","https://openalex.org/W4304161220","https://openalex.org/W4308231341","https://openalex.org/W4312443091","https://openalex.org/W4382318916","https://openalex.org/W4387857596","https://openalex.org/W6600140940","https://openalex.org/W6600228633","https://openalex.org/W6601926947","https://openalex.org/W6603104078","https://openalex.org/W6609821937","https://openalex.org/W6818789679","https://openalex.org/W6833596974"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}