{"id":"https://openalex.org/W3163066589","doi":"https://doi.org/10.1109/icpr48806.2021.9413170","title":"A delayed Elastic-Net approach for performing adversarial attacks","display_name":"A delayed Elastic-Net approach for performing adversarial attacks","publication_year":2021,"publication_date":"2021-01-10","ids":{"openalex":"https://openalex.org/W3163066589","doi":"https://doi.org/10.1109/icpr48806.2021.9413170","mag":"3163066589"},"language":"en","primary_location":{"id":"doi:10.1109/icpr48806.2021.9413170","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr48806.2021.9413170","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-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/A5027801007","display_name":"Brais Cancela","orcid":"https://orcid.org/0000-0002-2295-4142"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Brais Cancela","raw_affiliation_strings":["CITIC Research Center, Universidade da Coru\u00f1a, A Coru\u00f1a, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CITIC Research Center, Universidade da Coru\u00f1a, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042436168","display_name":"Ver\u00f3nica Bol\u00f3n\u2010Canedo","orcid":"https://orcid.org/0000-0002-0524-6427"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Veronica Bolon-Canedo","raw_affiliation_strings":["CITIC Research Center, Universidade da Coru\u00f1a, A Coru\u00f1a, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CITIC Research Center, Universidade da Coru\u00f1a, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048207145","display_name":"Amparo Alonso\u2010Betanzos","orcid":"https://orcid.org/0000-0003-0950-0012"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Amparo Alonso-Betanzos","raw_affiliation_strings":["CITIC Research Center, Universidade da Coru\u00f1a, A Coru\u00f1a, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CITIC Research Center, Universidade da Coru\u00f1a, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2799,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62612814,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"378","last_page":"384"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9713000059127808,"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":0.9280999898910522,"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":0.9567742347717285},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7082395553588867},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7070091962814331},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5233087539672852},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.4695262014865875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.462583065032959},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34530729055404663},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32755571603775024},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20588448643684387},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06673872470855713}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.9567742347717285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7082395553588867},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7070091962814331},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5233087539672852},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.4695262014865875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.462583065032959},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34530729055404663},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32755571603775024},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20588448643684387},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06673872470855713},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icpr48806.2021.9413170","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr48806.2021.9413170","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"},{"id":"pmh:oai:ruc.udc.es:2183/40205","is_oa":false,"landing_page_url":"http://hdl.handle.net/2183/40205","pdf_url":null,"source":{"id":"https://openalex.org/S4306402204","display_name":"RUC (Universidade Da Coru\u00f1a)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.550000011920929,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G403457804","display_name":null,"funder_award_id":"TIN2015-65069-C2","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G7130622474","display_name":null,"funder_award_id":"GRC2014/035,ED431G/Ol","funder_id":"https://openalex.org/F4320325108","funder_display_name":"Conseller\u00eda de Cultura, Educaci\u00f3n e Ordenaci\u00f3n Universitaria, Xunta de Galicia"}],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320325108","display_name":"Conseller\u00eda de Cultura, Educaci\u00f3n e Ordenaci\u00f3n Universitaria, Xunta de Galicia","ror":"https://ror.org/03gq5rs15"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W9657784","https://openalex.org/W1522301498","https://openalex.org/W1673923490","https://openalex.org/W1945616565","https://openalex.org/W2100556411","https://openalex.org/W2108598243","https://openalex.org/W2183341477","https://openalex.org/W2274287116","https://openalex.org/W2531409750","https://openalex.org/W2549139847","https://openalex.org/W2744026832","https://openalex.org/W2786977288","https://openalex.org/W2887603965","https://openalex.org/W2962756933","https://openalex.org/W2963022058","https://openalex.org/W2963060032","https://openalex.org/W2963143631","https://openalex.org/W2963163009","https://openalex.org/W2963207607","https://openalex.org/W2963446712","https://openalex.org/W2963612069","https://openalex.org/W2963857521","https://openalex.org/W2963920068","https://openalex.org/W2964081807","https://openalex.org/W2964082701","https://openalex.org/W2964121744","https://openalex.org/W2964153729","https://openalex.org/W2964253222","https://openalex.org/W2964350391","https://openalex.org/W3118608800","https://openalex.org/W4288404646","https://openalex.org/W4293846201","https://openalex.org/W6600428322","https://openalex.org/W6637162671","https://openalex.org/W6640425456","https://openalex.org/W6725739302","https://openalex.org/W6739868092","https://openalex.org/W6743284318","https://openalex.org/W6744511767","https://openalex.org/W6746402973","https://openalex.org/W6748475379","https://openalex.org/W6757555829","https://openalex.org/W6787972765"],"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":{"With":[0],"the":[1,4,57],"rise":[2],"of":[3,26,55,107,114],"so-called":[5],"Adversarial":[6],"Attacks,":[7],"there":[8],"is":[9,43,59,76,93,118,136],"an":[10],"increased":[11],"concern":[12],"on":[13,29],"model":[14,130],"security.":[15],"In":[16],"this":[17],"paper":[18],"we":[19],"present":[20],"two":[21],"different":[22,51,63],"contributions:":[23],"novel":[24,34,73],"measures":[25],"robustness":[27],"(based":[28],"adversarial":[30,35,74,82,91,103],"attacks)":[31],"and":[32,66],"a":[33,46,72,79,89,112,137],"attack.":[36],"The":[37],"key":[38],"idea":[39],"behind":[40],"these":[41],"metrics":[42],"to":[44,120,124],"obtain":[45],"measure":[47],"that":[48,98],"could":[49],"compare":[50],"architectures,":[52],"with":[53],"independence":[54],"how":[56],"input":[58,64],"preprocessed":[60],"(robustness":[61],"against":[62],"sizes":[65],"value":[67],"ranges).":[68],"To":[69],"do":[70],"so,":[71],"attack":[75,83,92],"presented,":[77],"performing":[78],"delayed":[80],"elastic-net":[81],"(constraints":[84],"are":[85],"only":[86],"used":[87,119],"whenever":[88,134],"successful":[90],"obtained).":[94],"Experimental":[95],"results":[96],"show":[97],"our":[99],"approach":[100],"obtains":[101],"state-of-the-art":[102],"samples,":[104],"in":[105],"terms":[106],"minimal":[108],"perturbation":[109],"distance.":[110],"Finally,":[111],"benchmark":[113],"ImageNet":[115],"pretrained":[116],"models":[117],"conduct":[121],"experiments":[122],"aiming":[123],"shed":[125],"some":[126],"light":[127],"about":[128],"which":[129],"should":[131],"be":[132],"selected":[133],"security":[135],"role":[138],"factor.":[139]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}