{"id":"https://openalex.org/W4379165415","doi":"https://doi.org/10.1007/978-3-031-33170-1_3","title":"Verifying Attention Robustness of\u00a0Deep Neural Networks Against Semantic Perturbations","display_name":"Verifying Attention Robustness of\u00a0Deep Neural Networks Against Semantic Perturbations","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4379165415","doi":"https://doi.org/10.1007/978-3-031-33170-1_3"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-33170-1_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-33170-1_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-04249934v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015843901","display_name":"Satoshi Munakata","orcid":null},"institutions":[{"id":"https://openalex.org/I2252096349","display_name":"Fujitsu (Japan)","ror":"https://ror.org/038e2g226","country_code":"JP","type":"company","lineage":["https://openalex.org/I2252096349"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Satoshi Munakata","raw_affiliation_strings":["Fujitsu, Kanagawa, Japan","Fujitsu Laboratories Ltd. (Japan)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujitsu, Kanagawa, Japan","institution_ids":["https://openalex.org/I2252096349"]},{"raw_affiliation_string":"Fujitsu Laboratories Ltd. (Japan)","institution_ids":["https://openalex.org/I2252096349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077439185","display_name":"Caterina Urban","orcid":"https://orcid.org/0000-0002-8127-9642"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210131420","display_name":"Institut de Recherche sur l'Architecture Antique","ror":"https://ror.org/03r0cdk24","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I144889574","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I21491767","https://openalex.org/I2802818602","https://openalex.org/I4210102700","https://openalex.org/I4210131420","https://openalex.org/I4210155116"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"other","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"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/I4210161954","display_name":"D\u00e9partement d'Informatique","ror":"https://ror.org/05y6rqs46","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2746051580","https://openalex.org/I29607241","https://openalex.org/I4210159245","https://openalex.org/I4210161954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Caterina Urban","raw_affiliation_strings":["Inria & ENS | PSL & CNRS, Paris, France","DI-ENS - D\u00e9partement d'informatique - ENS Paris (\u00c9cole normale sup\u00e9rieure 45 rue d'Ulm F-75230 Paris Cedex 05 - France)","ANTIQUE - Analyse Statique par Interpr\u00e9tation Abstraite (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria & ENS | PSL & CNRS, Paris, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I29607241","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"DI-ENS - D\u00e9partement d'informatique - ENS Paris (\u00c9cole normale sup\u00e9rieure 45 rue d'Ulm F-75230 Paris Cedex 05 - France)","institution_ids":["https://openalex.org/I29607241","https://openalex.org/I4210161954"]},{"raw_affiliation_string":"ANTIQUE - Analyse Statique par Interpr\u00e9tation Abstraite (France)","institution_ids":["https://openalex.org/I4210131420"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111665174","display_name":"Haruki Yokoyama","orcid":null},"institutions":[{"id":"https://openalex.org/I2252096349","display_name":"Fujitsu (Japan)","ror":"https://ror.org/038e2g226","country_code":"JP","type":"company","lineage":["https://openalex.org/I2252096349"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Haruki Yokoyama","raw_affiliation_strings":["Fujitsu, Kanagawa, Japan","Fujitsu Laboratories Ltd. (Japan)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujitsu, Kanagawa, Japan","institution_ids":["https://openalex.org/I2252096349"]},{"raw_affiliation_string":"Fujitsu Laboratories Ltd. (Japan)","institution_ids":["https://openalex.org/I2252096349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104124140","display_name":"Koji Yamamoto","orcid":null},"institutions":[{"id":"https://openalex.org/I2252096349","display_name":"Fujitsu (Japan)","ror":"https://ror.org/038e2g226","country_code":"JP","type":"company","lineage":["https://openalex.org/I2252096349"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Koji Yamamoto","raw_affiliation_strings":["Fujitsu, Kanagawa, Japan","Fujitsu Laboratories Ltd. (Japan)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujitsu, Kanagawa, Japan","institution_ids":["https://openalex.org/I2252096349"]},{"raw_affiliation_string":"Fujitsu Laboratories Ltd. (Japan)","institution_ids":["https://openalex.org/I2252096349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060738878","display_name":"Kazuki Munakata","orcid":"https://orcid.org/0009-0005-8286-448X"},"institutions":[{"id":"https://openalex.org/I2252096349","display_name":"Fujitsu (Japan)","ror":"https://ror.org/038e2g226","country_code":"JP","type":"company","lineage":["https://openalex.org/I2252096349"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuki Munakata","raw_affiliation_strings":["Fujitsu, Kanagawa, Japan","Fujitsu Laboratories Ltd. (Japan)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujitsu, Kanagawa, Japan","institution_ids":["https://openalex.org/I2252096349"]},{"raw_affiliation_string":"Fujitsu Laboratories Ltd. (Japan)","institution_ids":["https://openalex.org/I2252096349"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015843901"],"corresponding_institution_ids":["https://openalex.org/I2252096349"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.027,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75888464,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9987999796867371,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9922999739646912,"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/robustness","display_name":"Robustness (evolution)","score":0.7814198732376099},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.70512455701828},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6670718193054199},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6483711004257202},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5113922953605652},{"id":"https://openalex.org/keywords/brightness","display_name":"Brightness","score":0.49247679114341736},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.48284393548965454},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4567505121231079},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4356175661087036}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7814198732376099},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.70512455701828},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6670718193054199},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6483711004257202},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5113922953605652},{"id":"https://openalex.org/C125245961","wikidata":"https://www.wikidata.org/wiki/Q221656","display_name":"Brightness","level":2,"score":0.49247679114341736},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.48284393548965454},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4567505121231079},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4356175661087036},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-33170-1_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-33170-1_3","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-04249934v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04249934","pdf_url":"https://inria.hal.science/hal-04249934v1/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":"15th International Symposium on NASA Formal Methods (NFM 2023), May 2023, Houston (TX), United States. pp.37-61, ⟨10.1007/978-3-031-33170-1_3⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04249934v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04249934","pdf_url":"https://inria.hal.science/hal-04249934v1/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":"15th International Symposium on NASA Formal Methods (NFM 2023), May 2023, Houston (TX), United States. pp.37-61, ⟨10.1007/978-3-031-33170-1_3⟩","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4379165415.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W2007339694","https://openalex.org/W2282821441","https://openalex.org/W2657631929","https://openalex.org/W2768718880","https://openalex.org/W2900153411","https://openalex.org/W2957702778","https://openalex.org/W2962858109","https://openalex.org/W2962968216","https://openalex.org/W3034215083","https://openalex.org/W3036286896","https://openalex.org/W3090943961","https://openalex.org/W3108851260","https://openalex.org/W3145532460","https://openalex.org/W3165722314","https://openalex.org/W3167940350","https://openalex.org/W3169232032","https://openalex.org/W3174686361","https://openalex.org/W3175238725","https://openalex.org/W4206840646","https://openalex.org/W4283801366","https://openalex.org/W6600679772","https://openalex.org/W6637162671","https://openalex.org/W6739901393","https://openalex.org/W6757337225"],"related_works":["https://openalex.org/W2387055199","https://openalex.org/W2313061941","https://openalex.org/W4379116102","https://openalex.org/W4300000045","https://openalex.org/W2952313066","https://openalex.org/W3210882018","https://openalex.org/W2970990331","https://openalex.org/W3207178610","https://openalex.org/W2526749411","https://openalex.org/W3211782752"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}