{"id":"https://openalex.org/W3025038642","doi":"https://doi.org/10.1109/msec.2020.2983714","title":"Doers, Not Watchers: Intelligent Autonomous Agents Are a Path to Cyber Resilience","display_name":"Doers, Not Watchers: Intelligent Autonomous Agents Are a Path to Cyber Resilience","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3025038642","doi":"https://doi.org/10.1109/msec.2020.2983714","mag":"3025038642"},"language":"en","primary_location":{"id":"doi:10.1109/msec.2020.2983714","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msec.2020.2983714","pdf_url":null,"source":{"id":"https://openalex.org/S61906035","display_name":"IEEE Security & Privacy","issn_l":"1540-7993","issn":["1540-7993","1558-4046"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Security &amp; Privacy","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/A5012477590","display_name":"Alexander Kott","orcid":"https://orcid.org/0000-0003-1147-9726"},"institutions":[{"id":"https://openalex.org/I2802705668","display_name":"United States Army Combat Capabilities Development Command","ror":"https://ror.org/02rdkx920","country_code":"US","type":"other","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alexander Kott","raw_affiliation_strings":["Army Research Laboratory, U.S. Combat Capabilities Development Command, United States"],"affiliations":[{"raw_affiliation_string":"Army Research Laboratory, U.S. Combat Capabilities Development Command, United States","institution_ids":["https://openalex.org/I2802705668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083793785","display_name":"Paul Th\u00e9ron","orcid":"https://orcid.org/0000-0003-1103-5615"},"institutions":[{"id":"https://openalex.org/I2801356230","display_name":"Thales (Australia)","ror":"https://ror.org/00f7vya03","country_code":"AU","type":"company","lineage":["https://openalex.org/I2801356230","https://openalex.org/I4210140930"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Paul Theron","raw_affiliation_strings":["Thales Aerospace Cyber Resilience Research Office"],"affiliations":[{"raw_affiliation_string":"Thales Aerospace Cyber Resilience Research Office","institution_ids":["https://openalex.org/I2801356230"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5012477590"],"corresponding_institution_ids":["https://openalex.org/I2802705668"],"apc_list":null,"apc_paid":null,"fwci":3.8544,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.93796368,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"18","issue":"3","first_page":"62","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9980000257492065,"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":0.9955999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.7132775783538818},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5690382719039917},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.5134001970291138},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4931337535381317},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.47540172934532166},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3500693738460541},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3411725163459778},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10580950975418091}],"concepts":[{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.7132775783538818},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5690382719039917},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.5134001970291138},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4931337535381317},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.47540172934532166},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3500693738460541},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3411725163459778},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10580950975418091},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/msec.2020.2983714","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msec.2020.2983714","pdf_url":null,"source":{"id":"https://openalex.org/S61906035","display_name":"IEEE Security & Privacy","issn_l":"1540-7993","issn":["1540-7993","1558-4046"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Security &amp; Privacy","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2045045799","https://openalex.org/W2096190722","https://openalex.org/W2122410182","https://openalex.org/W2180612164","https://openalex.org/W2211487354","https://openalex.org/W2537238206","https://openalex.org/W2897563678","https://openalex.org/W2907915990","https://openalex.org/W3134520564","https://openalex.org/W4360837775"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2072180474","https://openalex.org/W1960052459","https://openalex.org/W2284759612","https://openalex.org/W2375707231","https://openalex.org/W2070394531","https://openalex.org/W2524555411","https://openalex.org/W4378555281","https://openalex.org/W3209137209","https://openalex.org/W2953081822"],"abstract_inverted_index":{"Today's":[0],"cyberdefense":[1],"tools":[2,21],"are":[3,7],"mostly":[4],"watchers.":[5],"They":[6,42,54],"not":[8,67],"active":[9],"doers.":[10],"To":[11],"be":[12],"sure,":[13],"watching":[14],"is":[15],"a":[16],"demanding":[17],"affair":[18],"also.":[19],"These":[20],"monitor":[22],"traffic":[23],"and":[24,30,34,39,59,64,69,74,90,107,116],"events;":[25],"detect":[26],"malicious":[27],"signatures,":[28],"patterns,":[29],"anomalies;":[31],"may":[32],"classify":[33],"characterize":[35],"what":[36],"they":[37,51,65],"observe;":[38],"issue":[40],"alerts.":[41],"might":[43],"even":[44],"learn":[45],"while":[46],"doing":[47],"all":[48],"this.":[49],"But":[50],"don't":[52],"act.":[53],"do":[55,66],"little":[56],"to":[57,62,85,114],"plan":[58,68],"execute":[60,70],"responses":[61],"attacks,":[63],"recovery":[71],"activities.":[72],"Response":[73],"recovery-core":[75],"elements":[76],"of":[77,102,111],"cyber":[78],"resilience":[79],"<sup":[80,96],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[81,97],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[82],"-are":[83],"left":[84],"human":[86],"cyberanalysts,":[87],"incident":[88],"responders,":[89],"system":[91],"administrators.":[92],"A":[93],"recent":[94],"report":[95],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[98],"reviews":[99],"the":[100],"implications":[101],"artificial":[103],"intelligence":[104],"for":[105],"cybersecurity":[106],"offers":[108],"no":[109],"examples":[110],"its":[112],"applications":[113],"response":[115],"recovery.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
