{"id":"https://openalex.org/W4389272168","doi":"https://doi.org/10.1007/978-3-031-47966-3_21","title":"Eigenpatches\u2014Adversarial Patches from\u00a0Principal Components","display_name":"Eigenpatches\u2014Adversarial Patches from\u00a0Principal Components","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4389272168","doi":"https://doi.org/10.1007/978-3-031-47966-3_21"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-47966-3_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47966-3_21","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030034070","display_name":"Jens Bayer","orcid":"https://orcid.org/0000-0002-2806-6920"},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jens Bayer","raw_affiliation_strings":["Fraunhofer Center for Machine Learning, Gutleuthausstr. 1, 76275, Ettlingen, Germany","Fraunhofer IOSB, Gutleuthausstr. 1, 76275, Ettlingen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2806-6920","affiliations":[{"raw_affiliation_string":"Fraunhofer Center for Machine Learning, Gutleuthausstr. 1, 76275, Ettlingen, Germany","institution_ids":[]},{"raw_affiliation_string":"Fraunhofer IOSB, Gutleuthausstr. 1, 76275, Ettlingen, Germany","institution_ids":["https://openalex.org/I4210111500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003385886","display_name":"Stefan Becker","orcid":"https://orcid.org/0000-0001-7367-2519"},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Becker","raw_affiliation_strings":["Fraunhofer Center for Machine Learning, Gutleuthausstr. 1, 76275, Ettlingen, Germany","Fraunhofer IOSB, Gutleuthausstr. 1, 76275, Ettlingen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7367-2519","affiliations":[{"raw_affiliation_string":"Fraunhofer Center for Machine Learning, Gutleuthausstr. 1, 76275, Ettlingen, Germany","institution_ids":[]},{"raw_affiliation_string":"Fraunhofer IOSB, Gutleuthausstr. 1, 76275, Ettlingen, Germany","institution_ids":["https://openalex.org/I4210111500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085416338","display_name":"David M\u00fcnch","orcid":"https://orcid.org/0000-0002-8577-5256"},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"David M\u00fcnch","raw_affiliation_strings":["Fraunhofer Center for Machine Learning, Gutleuthausstr. 1, 76275, Ettlingen, Germany","Fraunhofer IOSB, Gutleuthausstr. 1, 76275, Ettlingen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8577-5256","affiliations":[{"raw_affiliation_string":"Fraunhofer Center for Machine Learning, Gutleuthausstr. 1, 76275, Ettlingen, Germany","institution_ids":[]},{"raw_affiliation_string":"Fraunhofer IOSB, Gutleuthausstr. 1, 76275, Ettlingen, Germany","institution_ids":["https://openalex.org/I4210111500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000041406","display_name":"Michael Arens","orcid":"https://orcid.org/0000-0002-7857-0332"},"institutions":[{"id":"https://openalex.org/I4210111500","display_name":"Fraunhofer Institute of Optronics, System Technologies and Image Exploitation","ror":"https://ror.org/01zx97922","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210111500","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Arens","raw_affiliation_strings":["Fraunhofer Center for Machine Learning, Gutleuthausstr. 1, 76275, Ettlingen, Germany","Fraunhofer IOSB, Gutleuthausstr. 1, 76275, Ettlingen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7857-0332","affiliations":[{"raw_affiliation_string":"Fraunhofer Center for Machine Learning, Gutleuthausstr. 1, 76275, Ettlingen, Germany","institution_ids":[]},{"raw_affiliation_string":"Fraunhofer IOSB, Gutleuthausstr. 1, 76275, Ettlingen, Germany","institution_ids":["https://openalex.org/I4210111500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030034070"],"corresponding_institution_ids":["https://openalex.org/I4210111500"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4977,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7110971,"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":"274","last_page":"284"},"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9909999966621399,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9853000044822693,"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":0.8136404752731323},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.6854944229125977},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6680701375007629},{"id":"https://openalex.org/keywords/traverse","display_name":"Traverse","score":0.6330702304840088},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.6150354743003845},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.6147050857543945},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.539978563785553},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5287613272666931},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4990663528442383},{"id":"https://openalex.org/keywords/camouflage","display_name":"Camouflage","score":0.4819735884666443},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46845459938049316},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38603538274765015},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37296321988105774},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3702111840248108},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15293240547180176},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1216287910938263},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07478556036949158}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8136404752731323},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.6854944229125977},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6680701375007629},{"id":"https://openalex.org/C176809094","wikidata":"https://www.wikidata.org/wiki/Q15401496","display_name":"Traverse","level":2,"score":0.6330702304840088},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.6150354743003845},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6147050857543945},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.539978563785553},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5287613272666931},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4990663528442383},{"id":"https://openalex.org/C2776196576","wikidata":"https://www.wikidata.org/wiki/Q196113","display_name":"Camouflage","level":2,"score":0.4819735884666443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46845459938049316},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38603538274765015},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37296321988105774},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3702111840248108},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15293240547180176},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1216287910938263},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07478556036949158},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-47966-3_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47966-3_21","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:publica.fraunhofer.de:publica/459278","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/459278","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2130259898","https://openalex.org/W2161969291","https://openalex.org/W2167090521","https://openalex.org/W2747329762","https://openalex.org/W2956085480","https://openalex.org/W2962700793","https://openalex.org/W2963726920","https://openalex.org/W3034971973","https://openalex.org/W3094984771","https://openalex.org/W3096609285","https://openalex.org/W3135970545","https://openalex.org/W4280620144","https://openalex.org/W4313180120","https://openalex.org/W4378977097","https://openalex.org/W4385800981","https://openalex.org/W4386071495","https://openalex.org/W4386076325","https://openalex.org/W6600109629","https://openalex.org/W6610860872"],"related_works":["https://openalex.org/W2348329006","https://openalex.org/W2379031960","https://openalex.org/W2377402383","https://openalex.org/W2376458710","https://openalex.org/W2231217681","https://openalex.org/W2984158411","https://openalex.org/W2380835401","https://openalex.org/W4253283976","https://openalex.org/W2381912691","https://openalex.org/W4231347762"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}