{"id":"https://openalex.org/W4402675784","doi":"https://doi.org/10.1016/j.patcog.2024.111007","title":"Rethinking the validity of perturbation in single-step adversarial training","display_name":"Rethinking the validity of perturbation in single-step adversarial training","publication_year":2024,"publication_date":"2024-09-20","ids":{"openalex":"https://openalex.org/W4402675784","doi":"https://doi.org/10.1016/j.patcog.2024.111007"},"language":"en","primary_location":{"id":"doi:10.1016/j.patcog.2024.111007","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patcog.2024.111007","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Recognition","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/A5100524402","display_name":"Yao Ge","orcid":"https://orcid.org/0000-0002-5498-4493"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Ge","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications, Nanjing, 320100, China"],"raw_orcid":"https://orcid.org/0000-0002-5498-4493","affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications, Nanjing, 320100, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076360288","display_name":"Yun Li","orcid":"https://orcid.org/0000-0002-2079-9484"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yun Li","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications, Nanjing, 320100, China"],"raw_orcid":"https://orcid.org/0000-0002-2079-9484","affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications, Nanjing, 320100, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011494504","display_name":"Keji Han","orcid":"https://orcid.org/0000-0003-0683-8499"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keji Han","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications, Nanjing, 320100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications, Nanjing, 320100, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5076360288"],"corresponding_institution_ids":["https://openalex.org/I41198531"],"apc_list":{"value":2850,"currency":"USD","value_usd":2850},"apc_paid":null,"fwci":1.9153,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.87597076,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"158","issue":null,"first_page":"111007","last_page":"111007"},"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/T12153","display_name":"Advanced Optical Sensing Technologies","score":0.9320999979972839,"subfield":{"id":"https://openalex.org/subfields/3105","display_name":"Instrumentation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"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":0.9319000244140625,"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/adversarial-system","display_name":"Adversarial system","score":0.8723072409629822},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4921216368675232},{"id":"https://openalex.org/keywords/perturbation","display_name":"Perturbation (astronomy)","score":0.4821448028087616},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47504380345344543},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.47291335463523865},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38572463393211365},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3594987392425537},{"id":"https://openalex.org/keywords/calculus","display_name":"Calculus (dental)","score":0.3244274854660034},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12925752997398376},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.0857791006565094},{"id":"https://openalex.org/keywords/orthodontics","display_name":"Orthodontics","score":0.07700714468955994}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8723072409629822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4921216368675232},{"id":"https://openalex.org/C177918212","wikidata":"https://www.wikidata.org/wiki/Q803623","display_name":"Perturbation (astronomy)","level":2,"score":0.4821448028087616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47504380345344543},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.47291335463523865},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38572463393211365},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3594987392425537},{"id":"https://openalex.org/C2777686260","wikidata":"https://www.wikidata.org/wiki/Q144037","display_name":"Calculus (dental)","level":2,"score":0.3244274854660034},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12925752997398376},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0857791006565094},{"id":"https://openalex.org/C29694066","wikidata":"https://www.wikidata.org/wiki/Q118301","display_name":"Orthodontics","level":1,"score":0.07700714468955994},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.patcog.2024.111007","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patcog.2024.111007","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Recognition","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G2809857641","display_name":"\u9690\u79c1\u4fdd\u62a4\u7684\u5bf9\u6297\u6027\u7279\u5f81\u9009\u62e9\u53ca\u5176\u62d3\u5c55\u7814\u7a76","funder_award_id":"61772284","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5310864386","display_name":null,"funder_award_id":"62476137","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6159878869","display_name":null,"funder_award_id":"KYCX21_0795","funder_id":"https://openalex.org/F4320335769","funder_display_name":"Graduate Research and Innovation Projects of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335769","display_name":"Graduate Research and Innovation Projects of Jiangsu Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2551176409","https://openalex.org/W2964054038","https://openalex.org/W2964137095","https://openalex.org/W2980728855","https://openalex.org/W3005576178","https://openalex.org/W3035005405","https://openalex.org/W3090787324","https://openalex.org/W3118608800","https://openalex.org/W3135179859","https://openalex.org/W3174422331","https://openalex.org/W4221141431","https://openalex.org/W4239072543","https://openalex.org/W4288337581","https://openalex.org/W4312948371","https://openalex.org/W4320525814","https://openalex.org/W4366257129","https://openalex.org/W4382458334","https://openalex.org/W4382766257","https://openalex.org/W4387965340","https://openalex.org/W4390871741"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
