{"id":"https://openalex.org/W4402811499","doi":"https://doi.org/10.1109/csr61664.2024.10679480","title":"PENTEST-AI, an LLM-Powered Multi-Agents Framework for Penetration Testing Automation Leveraging Mitre Attack","display_name":"PENTEST-AI, an LLM-Powered Multi-Agents Framework for Penetration Testing Automation Leveraging Mitre Attack","publication_year":2024,"publication_date":"2024-09-02","ids":{"openalex":"https://openalex.org/W4402811499","doi":"https://doi.org/10.1109/csr61664.2024.10679480"},"language":"en","primary_location":{"id":"doi:10.1109/csr61664.2024.10679480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csr61664.2024.10679480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Cyber Security and Resilience (CSR)","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/A5107530131","display_name":"Stanislas G. Bianou","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Stanislas G. Bianou","raw_affiliation_strings":["Independent Researcher,Ashburn,VA,USA"],"affiliations":[{"raw_affiliation_string":"Independent Researcher,Ashburn,VA,USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107616061","display_name":"Rodrigue G. Batogna","orcid":null},"institutions":[{"id":"https://openalex.org/I217085601","display_name":"University of Namibia","ror":"https://ror.org/016xje988","country_code":"NA","type":"education","lineage":["https://openalex.org/I217085601"]}],"countries":["NA"],"is_corresponding":false,"raw_author_name":"Rodrigue G. Batogna","raw_affiliation_strings":["School of Science, University of Namibia,Computing Mathematical & Statistical Sciences,Windhoek,Namibia"],"affiliations":[{"raw_affiliation_string":"School of Science, University of Namibia,Computing Mathematical & Statistical Sciences,Windhoek,Namibia","institution_ids":["https://openalex.org/I217085601"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5107530131"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.3644,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.95088007,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"763","last_page":"770"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9093999862670898,"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":0.9093999862670898,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6831156611442566},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5905015468597412},{"id":"https://openalex.org/keywords/penetration","display_name":"Penetration (warfare)","score":0.568991482257843},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.33584803342819214},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17620280385017395},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.06715783476829529}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6831156611442566},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5905015468597412},{"id":"https://openalex.org/C80107235","wikidata":"https://www.wikidata.org/wiki/Q7162625","display_name":"Penetration (warfare)","level":2,"score":0.568991482257843},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33584803342819214},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17620280385017395},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.06715783476829529},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csr61664.2024.10679480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csr61664.2024.10679480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Cyber Security and Resilience (CSR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2020831675","https://openalex.org/W2058715873","https://openalex.org/W2060422862","https://openalex.org/W4300017134","https://openalex.org/W4306362333","https://openalex.org/W4317382446","https://openalex.org/W4328127711","https://openalex.org/W4367054082","https://openalex.org/W4382052595","https://openalex.org/W6803975782","https://openalex.org/W6853784052"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"In":[0],"the":[1,5,15,21,63,67,88,99,125,140],"digital":[2],"transformation":[3],"era,":[4],"surge":[6],"of":[7,17,25,51,98,102,114,143],"better":[8],"development":[9],"technologies":[10],"and":[11,23,36,39,66,106,152],"citizen":[12,155],"developers":[13],"disrupted":[14],"space":[16],"innovation":[18],"by":[19,110],"increasing":[20],"number":[22],"complexity":[24],"applications":[26],"used":[27],"in":[28,54],"production.":[29],"This":[30,70],"context":[31],"prompts":[32],"advanced":[33],"cybersecurity":[34,55,105],"measures":[35],"more":[37],"frequent":[38],"thorough":[40],"penetration":[41,78,144,156],"testing":[42,79,145],"to":[43,60,123,138,153],"protect":[44],"an":[45,96],"organization's":[46],"security":[47],"posture.":[48],"The":[49,93,129],"scarcity":[50],"skilled":[52,149],"expertise":[53],"today":[56],"makes":[57],"it":[58],"challenging":[59],"cope":[61],"with":[62,132,147],"evolving":[64],"challenge":[65],"growing":[68],"demand.":[69],"paper":[71,94,130],"introduces":[72],"PENTESTAI,":[73],"a":[74,111],"novel":[75],"framework":[76],"for":[77,134],"automation":[80,146],"using":[81],"Large":[82],"Language":[83],"Model":[84],"(LLM)-powered":[85],"agents":[86],"leveraging":[87],"MITRE":[89],"ATTACK":[90],"knowledge":[91],"base.":[92],"provides":[95],"overview":[97],"current":[100],"state":[101],"research":[103,136],"on":[104],"LLM-powered":[107],"agents,":[108],"followed":[109],"detailed":[112],"description":[113],"PENTESTAI":[115],"building":[116],"blocks.":[117],"A":[118],"proof-of-concept":[119],"implementation":[120],"is":[121],"discussed":[122],"validate":[124],"framework's":[126],"core":[127],"constructs.":[128],"concludes":[131],"suggestions":[133],"future":[135],"directions":[137],"achieve":[139],"highest":[141],"level":[142],"average":[148],"human-agent":[150],"collaboration":[151],"create":[154],"testers.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}