{"id":"https://openalex.org/W4392107006","doi":"https://doi.org/10.1007/s43681-023-00412-3","title":"Protecting ownership rights of ML models using watermarking in the light of adversarial attacks","display_name":"Protecting ownership rights of ML models using watermarking in the light of adversarial attacks","publication_year":2024,"publication_date":"2024-02-01","ids":{"openalex":"https://openalex.org/W4392107006","doi":"https://doi.org/10.1007/s43681-023-00412-3"},"language":"en","primary_location":{"id":"doi:10.1007/s43681-023-00412-3","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s43681-023-00412-3","pdf_url":null,"source":{"id":"https://openalex.org/S4210170699","display_name":"AI and Ethics","issn_l":"2730-5953","issn":["2730-5953","2730-5961"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI and Ethics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04264033/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060291347","display_name":"Katarzyna Kapusta","orcid":"https://orcid.org/0000-0003-0963-4782"},"institutions":[{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]},{"id":"https://openalex.org/I3018083178","display_name":"Institut de Recherche Technologique SystemX","ror":"https://ror.org/03crmsn52","country_code":"FR","type":"facility","lineage":["https://openalex.org/I3018083178"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Katarzyna Kapusta","raw_affiliation_strings":["IRT SystemX France, Palaiseau, France","Thales SIX GTS France, Gennevilliers, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRT SystemX France, Palaiseau, France","institution_ids":["https://openalex.org/I3018083178"]},{"raw_affiliation_string":"Thales SIX GTS France, Gennevilliers, France","institution_ids":["https://openalex.org/I4210140930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093988909","display_name":"Lucas Mattioli","orcid":null},"institutions":[{"id":"https://openalex.org/I3018083178","display_name":"Institut de Recherche Technologique SystemX","ror":"https://ror.org/03crmsn52","country_code":"FR","type":"facility","lineage":["https://openalex.org/I3018083178"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lucas Mattioli","raw_affiliation_strings":["IRT SystemX France, Palaiseau, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRT SystemX France, Palaiseau, France","institution_ids":["https://openalex.org/I3018083178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051235844","display_name":"Boussad Addad","orcid":"https://orcid.org/0000-0001-7951-1273"},"institutions":[{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]},{"id":"https://openalex.org/I3018083178","display_name":"Institut de Recherche Technologique SystemX","ror":"https://ror.org/03crmsn52","country_code":"FR","type":"facility","lineage":["https://openalex.org/I3018083178"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Boussad Addad","raw_affiliation_strings":["IRT SystemX France, Palaiseau, France","Thales SIX GTS France, Gennevilliers, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRT SystemX France, Palaiseau, France","institution_ids":["https://openalex.org/I3018083178"]},{"raw_affiliation_string":"Thales SIX GTS France, Gennevilliers, France","institution_ids":["https://openalex.org/I4210140930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043935032","display_name":"Mohammed Lansari","orcid":"https://orcid.org/0009-0004-8025-5587"},"institutions":[{"id":"https://openalex.org/I4210140930","display_name":"Thales (France)","ror":"https://ror.org/04emwm605","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140930"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohammed Lansari","raw_affiliation_strings":["Thales SIX GTS France, Gennevilliers, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thales SIX GTS France, Gennevilliers, France","institution_ids":["https://openalex.org/I4210140930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060291347"],"corresponding_institution_ids":["https://openalex.org/I3018083178","https://openalex.org/I4210140930"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.972,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77881112,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"4","issue":"1","first_page":"95","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998000264167786,"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":0.9998000264167786,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/digital-watermarking","display_name":"Digital watermarking","score":0.8269774913787842},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.737153172492981},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.584108293056488},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5424540638923645},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.41136255860328674},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.35469692945480347},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34840911626815796},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10336488485336304}],"concepts":[{"id":"https://openalex.org/C150817343","wikidata":"https://www.wikidata.org/wiki/Q875932","display_name":"Digital watermarking","level":3,"score":0.8269774913787842},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.737153172492981},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.584108293056488},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5424540638923645},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.41136255860328674},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.35469692945480347},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34840911626815796},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10336488485336304}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s43681-023-00412-3","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s43681-023-00412-3","pdf_url":null,"source":{"id":"https://openalex.org/S4210170699","display_name":"AI and Ethics","issn_l":"2730-5953","issn":["2730-5953","2730-5961"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI and Ethics","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04264033v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04264033","pdf_url":"https://hal.science/hal-04264033/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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Workshop AITA AI Trustworthiness Assessment - AAAI Spring Symposium, Mar 2023, Palo Alto (Californie), United States","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04264033v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04264033","pdf_url":"https://hal.science/hal-04264033/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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Workshop AITA AI Trustworthiness Assessment - AAAI Spring Symposium, Mar 2023, Palo Alto (Californie), United States","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392107006.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W9657784","https://openalex.org/W1932198206","https://openalex.org/W1981276685","https://openalex.org/W2138011018","https://openalex.org/W2579318729","https://openalex.org/W2806082141","https://openalex.org/W2937447982","https://openalex.org/W2962700793","https://openalex.org/W2990980946","https://openalex.org/W3096831136","https://openalex.org/W3103836116","https://openalex.org/W3174936348","https://openalex.org/W4302286661","https://openalex.org/W6600466347"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2361629745","https://openalex.org/W4246396837","https://openalex.org/W2482350142","https://openalex.org/W3176240006","https://openalex.org/W3126451824","https://openalex.org/W2107922825","https://openalex.org/W3094285444","https://openalex.org/W2381262728","https://openalex.org/W2111592878"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}