{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,11]],"date-time":"2026-07-11T11:29:54Z","timestamp":1783769394869,"version":"3.55.0"},"reference-count":15,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["No.2023YFB2705000"],"award-info":[{"award-number":["No.2023YFB2705000"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Network"],"published-print":{"date-parts":[[2025,9]]},"DOI":"10.1109\/mnet.2025.3579001","type":"journal-article","created":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T13:43:40Z","timestamp":1749735820000},"page":"114-121","source":"Crossref","is-referenced-by-count":13,"title":["Multi-Agent for Network Security Monitoring and Warning: A Generative AI Solution"],"prefix":"10.1109","volume":"39","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6598-8190","authenticated-orcid":false,"given":"Qingjun","family":"Yuan","sequence":"first","affiliation":[{"name":"Ministry of Education Key Laboratory for Intelligent Networks and Network Security, Xi’an Jiaotong University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0244-699X","authenticated-orcid":false,"given":"Qianwei","family":"Meng","sequence":"additional","affiliation":[{"name":"Henan Key Laboratory of Network Cryptography Technology, Information Engineering University, Zhengzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jing","family":"Tao","sequence":"additional","affiliation":[{"name":"Ministry of Education Key Laboratory for Intelligent Networks and Network Security, Xi’an Jiaotong University, Zhengzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guangsong","family":"Li","sequence":"additional","affiliation":[{"name":"Henan Key Laboratory of Network Cryptography Technology and the Key Laboratory of Cyberspace Security, Ministry of Education, Information Engineering University, Zhengzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinlong","family":"Fei","sequence":"additional","affiliation":[{"name":"Key Laboratory of Cyberspace Security, Ministry of Education, Zhengzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2775-2056","authenticated-orcid":false,"given":"Bin","family":"Lu","sequence":"additional","affiliation":[{"name":"Information Engineering University, Zhengzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9819-404X","authenticated-orcid":false,"given":"Yongjuan","family":"Wang","sequence":"additional","affiliation":[{"name":"Henan Key Laboratory of Network Cryptography Technology, Information Engineering University, Zhengzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/tifs.2025.3570202"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3208196"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-62871-9_15"},{"key":"ref4","article-title":"A comprehensive survey on deep learning based malware detection techniques","volume":"47","author":"Gopinath","year":"2023","journal-title":"Comput. Sci. Rev."},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3385107"},{"key":"ref6","first-page":"26","article-title":"Impact of generative AI in cybersecurity and privacy","volume":"27","author":"Krishnamurthy","year":"2024","journal-title":"Int. J. Adv. Eng. Res."},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.acl-long.810"},{"key":"ref8","article-title":"The hitchhiker\u2019s guide to program analysis: A journey with large language models","author":"Li","year":"2023","journal-title":"arXiv:2308.00245"},{"key":"ref9","article-title":"PentestGPT: An LLM-empowered automatic penetration testing tool","author":"Deng","year":"2023","journal-title":"arXiv:2308.06782"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-naacl.271"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2024.3383347"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2020.102631"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/mnet.2025.3533581"},{"key":"ref14","first-page":"1","article-title":"TPTU: Task planning and tool usage of large language model-based AI agents","volume-title":"Proc. NeurIPS Foundation Models Decision Making Workshop","author":"Ruan"},{"key":"ref15","article-title":"PEER: Expertizing domain-specific tasks with a multi-agent framework and tuning methods","author":"Wang","year":"2024","journal-title":"arXiv:2407.06985"}],"container-title":["IEEE Network"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/65\/11164477\/11031464.pdf?arnumber=11031464","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,16]],"date-time":"2025-09-16T17:35:14Z","timestamp":1758044114000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11031464\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9]]},"references-count":15,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/mnet.2025.3579001","relation":{},"ISSN":["0890-8044","1558-156X"],"issn-type":[{"value":"0890-8044","type":"print"},{"value":"1558-156X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,9]]}}}