{"id":"https://openalex.org/W3027036948","doi":"https://doi.org/10.1007/978-981-15-3685-4_15","title":"One-Pixel Attack: Understanding and Improving Deep Neural Networks with Evolutionary Computation","display_name":"One-Pixel Attack: Understanding and Improving Deep Neural Networks with Evolutionary Computation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3027036948","doi":"https://doi.org/10.1007/978-981-15-3685-4_15","mag":"3027036948"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-15-3685-4_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-3685-4_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210186097","display_name":"Natural computing series","issn_l":"1619-7127","issn":["1619-7127","2627-6461"],"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":"Natural Computing Series","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/A5045997649","display_name":"Danilo Vargas","orcid":"https://orcid.org/0000-0002-0232-0740"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Danilo Vasconcellos Vargas","raw_affiliation_strings":["Faculty of Information Science and Electrical Engineering, Kyushu University, Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Electrical Engineering, Kyushu University, Fukuoka, Japan","institution_ids":["https://openalex.org/I135598925"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5045997649"],"corresponding_institution_ids":["https://openalex.org/I135598925"],"apc_list":null,"apc_paid":null,"fwci":0.2747,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53116829,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"401","last_page":"430"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9944999814033508,"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":0.9901000261306763,"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/robustness","display_name":"Robustness (evolution)","score":0.8519289493560791},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.7822688221931458},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6516003608703613},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6459164023399353},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.630279004573822},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5977789163589478},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5756781697273254},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5574566721916199},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.4664817452430725},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.425035297870636},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.21611768007278442},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16284608840942383},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1381426453590393},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.06637942790985107}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8519289493560791},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.7822688221931458},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6516003608703613},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6459164023399353},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.630279004573822},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5977789163589478},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5756781697273254},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5574566721916199},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.4664817452430725},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.425035297870636},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.21611768007278442},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16284608840942383},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1381426453590393},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.06637942790985107},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-15-3685-4_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-3685-4_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210186097","display_name":"Natural computing series","issn_l":"1619-7127","issn":["1619-7127","2627-6461"],"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":"Natural Computing Series","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1559016558","https://openalex.org/W1563795667","https://openalex.org/W1595159159","https://openalex.org/W1799366690","https://openalex.org/W1932198206","https://openalex.org/W1945616565","https://openalex.org/W2040416557","https://openalex.org/W2069249196","https://openalex.org/W2093646420","https://openalex.org/W2112796928","https://openalex.org/W2123045220","https://openalex.org/W2138537392","https://openalex.org/W2156194072","https://openalex.org/W2171658832","https://openalex.org/W2194775991","https://openalex.org/W2230740169","https://openalex.org/W2336566325","https://openalex.org/W2344848374","https://openalex.org/W2401231614","https://openalex.org/W2460937040","https://openalex.org/W2535873859","https://openalex.org/W2543927648","https://openalex.org/W2590523583","https://openalex.org/W2607219512","https://openalex.org/W2610817424","https://openalex.org/W2738001131","https://openalex.org/W2745565856","https://openalex.org/W2748513770","https://openalex.org/W2765384636","https://openalex.org/W2765424254","https://openalex.org/W2768899812","https://openalex.org/W2786104118","https://openalex.org/W2787708942","https://openalex.org/W2918628026","https://openalex.org/W2942630857","https://openalex.org/W2949769151","https://openalex.org/W2952337489","https://openalex.org/W2952610664","https://openalex.org/W2955808183","https://openalex.org/W2963149653","https://openalex.org/W2963158386","https://openalex.org/W2963557656","https://openalex.org/W2963564844","https://openalex.org/W2963703618","https://openalex.org/W2963744840","https://openalex.org/W2963857521","https://openalex.org/W2964082701","https://openalex.org/W2964153729","https://openalex.org/W2964253222","https://openalex.org/W2967090226","https://openalex.org/W2991380720","https://openalex.org/W3102720581","https://openalex.org/W3103557498","https://openalex.org/W3202689030","https://openalex.org/W6637162671"],"related_works":["https://openalex.org/W4285411112","https://openalex.org/W2085033728","https://openalex.org/W2171299904","https://openalex.org/W2922442631","https://openalex.org/W2053596378","https://openalex.org/W4379116102","https://openalex.org/W3210882018","https://openalex.org/W2970990331","https://openalex.org/W3207178610","https://openalex.org/W3211782752"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}