{"id":"https://openalex.org/W4404671954","doi":"https://doi.org/10.1007/s44196-024-00686-3","title":"A Model for Estimating Resiliency of AI-Based Classifiers Defending Against Cyber Attacks","display_name":"A Model for Estimating Resiliency of AI-Based Classifiers Defending Against Cyber Attacks","publication_year":2024,"publication_date":"2024-11-25","ids":{"openalex":"https://openalex.org/W4404671954","doi":"https://doi.org/10.1007/s44196-024-00686-3"},"language":"en","primary_location":{"id":"doi:10.1007/s44196-024-00686-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-024-00686-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-024-00686-3.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44196-024-00686-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010619713","display_name":"Kousik Barik","orcid":"https://orcid.org/0000-0001-9296-9561"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Kousik Barik","raw_affiliation_strings":["Department of Computer Science, Universidad de Alcal\u00e1, Alcal\u00e1 de Henares,Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidad de Alcal\u00e1, Alcal\u00e1 de Henares,Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064136287","display_name":"Sanjay Misra","orcid":"https://orcid.org/0000-0002-3556-9331"},"institutions":[{"id":"https://openalex.org/I19923696","display_name":"\u00d8stfold University College","ror":"https://ror.org/04gf7fp41","country_code":"NO","type":"education","lineage":["https://openalex.org/I19923696"]},{"id":"https://openalex.org/I3130438513","display_name":"Institute for Energy Technology","ror":"https://ror.org/02jqtg033","country_code":"NO","type":"facility","lineage":["https://openalex.org/I3130438513"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Sanjay Misra","raw_affiliation_strings":["Department of Applied Data Science, Institute for Energy Technology, Halden, Norway","Department of Computer Science and Communication, \u00d8stfold University College, Halden, Norway"],"raw_orcid":"https://orcid.org/0000-0002-3556-9331","affiliations":[{"raw_affiliation_string":"Department of Applied Data Science, Institute for Energy Technology, Halden, Norway","institution_ids":["https://openalex.org/I3130438513"]},{"raw_affiliation_string":"Department of Computer Science and Communication, \u00d8stfold University College, Halden, Norway","institution_ids":["https://openalex.org/I19923696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044499999","display_name":"Luis Fern\u00e1ndez Sanz","orcid":"https://orcid.org/0000-0003-0778-0073"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Fernandez-Sanz","raw_affiliation_strings":["Department of Computer Science, Universidad de Alcal\u00e1, Alcal\u00e1 de Henares,Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidad de Alcal\u00e1, Alcal\u00e1 de Henares,Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064136287"],"corresponding_institution_ids":["https://openalex.org/I19923696","https://openalex.org/I3130438513"],"apc_list":{"value":1390,"currency":"GBP","value_usd":1704},"apc_paid":{"value":1390,"currency":"GBP","value_usd":1704},"fwci":1.3241,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82796575,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"17","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9663000106811523,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9621999859809875,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5852303504943848},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4776574373245239},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35721927881240845},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3471751809120178}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5852303504943848},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4776574373245239},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35721927881240845},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3471751809120178}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s44196-024-00686-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-024-00686-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-024-00686-3.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:da50e569d2d644099ed0d19f40bfdcc5","is_oa":false,"landing_page_url":"https://doaj.org/article/da50e569d2d644099ed0d19f40bfdcc5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computational Intelligence Systems, Vol 17, Iss 1, Pp 1-32 (2024)","raw_type":"article"},{"id":"pmh:oai:hiof.brage.unit.no:11250/3171010","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3171010","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"17","raw_type":"info:eu-repo/semantics/other"},{"id":"pmh:oai:ife.brage.unit.no:11250/3172022","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3172022","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"32","raw_type":"info:eu-repo/semantics/other"}],"best_oa_location":{"id":"doi:10.1007/s44196-024-00686-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-024-00686-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-024-00686-3.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.75,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404671954.pdf"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W375930406","https://openalex.org/W2030611346","https://openalex.org/W2125908420","https://openalex.org/W2561675875","https://openalex.org/W2758551931","https://openalex.org/W2897310364","https://openalex.org/W2919358988","https://openalex.org/W2983044655","https://openalex.org/W3043530913","https://openalex.org/W3092619921","https://openalex.org/W3108630703","https://openalex.org/W3131341263","https://openalex.org/W3163963286","https://openalex.org/W3200113267","https://openalex.org/W4220762966","https://openalex.org/W4225571424","https://openalex.org/W4280493558","https://openalex.org/W4281632558","https://openalex.org/W4283448201","https://openalex.org/W4310863204","https://openalex.org/W4311711335","https://openalex.org/W4312384107","https://openalex.org/W4315498031","https://openalex.org/W4318052012","https://openalex.org/W4322775759","https://openalex.org/W4323545679","https://openalex.org/W4372350605","https://openalex.org/W4378528140","https://openalex.org/W4378977274","https://openalex.org/W4384917038","https://openalex.org/W4385061644","https://openalex.org/W4385080319","https://openalex.org/W4385768289","https://openalex.org/W4385877132","https://openalex.org/W4386192038","https://openalex.org/W4386221963","https://openalex.org/W4386597469","https://openalex.org/W4386701238","https://openalex.org/W4386827564","https://openalex.org/W4387007843","https://openalex.org/W4387639120","https://openalex.org/W4387704070","https://openalex.org/W4387806828","https://openalex.org/W4388550577","https://openalex.org/W4388574628","https://openalex.org/W4388789935","https://openalex.org/W4389513574","https://openalex.org/W4390456197","https://openalex.org/W4390576151","https://openalex.org/W4390650744","https://openalex.org/W4391830676","https://openalex.org/W4391901240","https://openalex.org/W4392677696","https://openalex.org/W4392964483","https://openalex.org/W4393905483","https://openalex.org/W4394905074","https://openalex.org/W4396497899","https://openalex.org/W4397023789","https://openalex.org/W4400391865","https://openalex.org/W4400574640","https://openalex.org/W4400615477","https://openalex.org/W4400667639","https://openalex.org/W4400811267","https://openalex.org/W4400839403","https://openalex.org/W4400965787","https://openalex.org/W4401076675","https://openalex.org/W6601700763"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"AI":[0],"techniques":[1],"for":[2,173],"cybersecurity":[3,66,84,194],"are":[4,9],"advancing,":[5],"but":[6],"AI-based":[7,56],"classifiers":[8,109],"suspectable":[10],"of":[11,22,100,127,132,136,143,150,156,178],"adversarial":[12,179],"attacks.":[13],"It":[14,96],"is":[15,122,161],"challenging":[16],"to":[17,25,46,62,82,105,115],"quantify":[18,30,47],"the":[19,48,64,98,171],"efforts":[20],"required":[21,50],"an":[23,52,55,71,112,125,129,141,148],"adversary":[24],"manipulate":[26],"a":[27,60,134,138,145,153,165,174],"system":[28,57],"and":[29,58,86,92,110,152,185],"this":[31],"resilience":[32,85],"such":[33],"that":[34],"different":[35],"systems":[36,184],"can":[37],"be":[38],"compared":[39],"using":[40,101],"standard":[41],"metrics.":[42],"The":[43,68,119,158],"study":[44,69,169],"intends":[45],"actions":[49],"when":[51],"attacker":[53],"abuses":[54],"propose":[59],"model":[61,81,121,160],"assess":[63,83],"attacker\u2019s":[65],"resilience.":[67,118],"proposes":[70],"Egyptian":[72],"Vulture":[73],"Optimized":[74],"Adaptive":[75],"Elman":[76],"Recurrent":[77],"Neural":[78],"Networks":[79],"(EVO-AERNN)":[80],"compare":[87],"it":[88],"with":[89,124,164],"machine":[90],"learning":[91],"deep":[93],"learning-based":[94],"classifiers.":[95],"illustrates":[97],"potential":[99],"adversary-aware":[102],"feature":[103],"sampling":[104],"build":[106],"more":[107,175],"robust":[108],"use":[111],"optimized":[113],"algorithm":[114],"maintain":[116],"inherent":[117],"proposed":[120,159],"achieved":[123],"accuracy":[126],"0.995,":[128],"F1":[130],"score":[131,155],"0.9932,":[133],"precision":[135],"0.9921,":[137],"recall":[139,146],"(before":[140],"attack)":[142,149],"0.987,":[144],"(after":[147],"0.632,":[151],"severity":[154],"0.363.":[157],"further":[162,190],"validated":[163],"secondary":[166],"dataset.":[167],"This":[168],"paves":[170],"way":[172],"comprehensive":[176],"knowledge":[177],"attack":[180],"scenarios":[181],"on":[182,192],"network":[183],"offers":[186],"valuable":[187],"insights,":[188],"inspiring":[189],"research":[191],"advancing":[193],"studies.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
