{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,20]],"date-time":"2026-01-20T20:51:30Z","timestamp":1768942290529,"version":"3.49.0"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T00:00:00Z","timestamp":1758240000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T00:00:00Z","timestamp":1758240000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,9,19]]},"DOI":"10.1109\/seeda-cecnsm68644.2025.11329702","type":"proceedings-article","created":{"date-parts":[[2026,1,19]],"date-time":"2026-01-19T20:52:03Z","timestamp":1768855923000},"page":"1-10","source":"Crossref","is-referenced-by-count":0,"title":["Cyber Threat Detection and Mitigation on Social Media Using Large Language Models (LLMs): A Systematic Review"],"prefix":"10.1109","author":[{"given":"Ashwaq","family":"Almorjan","sequence":"first","affiliation":[{"name":"King Abdulaziz University,Dept. of Information Technology,Jeddah,Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohammed","family":"Basheri","sequence":"additional","affiliation":[{"name":"King Abdulaziz University,Dept. of Information Technology,Jeddah,Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Miadah","family":"Almasre","sequence":"additional","affiliation":[{"name":"King Abdulaziz University,Dept. of Information Technology,Jeddah,Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mona","family":"Alkhozae","sequence":"additional","affiliation":[{"name":"King Abdulaziz University,Dept. of Information Technology,Jeddah,Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jisa.2020.102715"},{"key":"ref2","article-title":"The cost of malicious cyber activity to the U.S. economy","volume-title":"CEA","year":"2018"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3769676"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2024.104016"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/isdfs60797.2024.10527236"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/access.2024.3363469"},{"key":"ref7","article-title":"A comprehensive overview of large language models (LLMs) for cyber defences: Opportunities and directions","author":"Hassanin","year":"2024","journal-title":"arXiv preprint"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/computation13020030"},{"key":"ref9","volume-title":"Integrating large language models into cybersecurity incident response: Enhancing threat detection and analysis","author":"Rahmani","year":"2024"},{"issue":"2","key":"ref10","first-page":"826","article-title":"Explainable AI for cyber threat intelligence using large language model architecture","volume":"12","author":"Kethireddy","year":"2021","journal-title":"Int. J. Adv. Res. Eng. Technol."},{"key":"ref11","article-title":"Towards a scalable AIdriven framework for data-independent cyber threat intelligence information extraction","author":"Sorokoletova","year":"2025","journal-title":"arXiv preprint"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-87496-3_5"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/access.2024.3367792"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.4018\/979-8-3373-1102-9.ch007"},{"key":"ref15","article-title":"On the uses of large language models to interpret ambiguous cyberattack descriptions","author":"Fayyazi","year":"2023","journal-title":"arXiv preprint"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1080\/07421222.2023.2301178"},{"issue":"1","key":"ref17","first-page":"210","article-title":"Utilisation of large language models (LLMs) in OSINT-based cyberterrorism detection on social media","volume":"18","author":"Berzinji","year":"2024","journal-title":"Int. J. Cyber Criminol."},{"key":"ref18","first-page":"325","article-title":"Leveraging large language models for cybersecurity: Enhancing SMS spam detection with robust and context-aware text classification","volume":"20","author":"Ahmadi","year":"2025","journal-title":"IEEE Trans. Information Forensics and Security"},{"issue":"2","key":"ref19","first-page":"49","article-title":"Leveraging artificial intelligence and machine learning in online threat detection","volume":"13","author":"Shamroukh","year":"2025","journal-title":"Int. J. Comput. Sci. Eng."},{"issue":"1","key":"ref20","article-title":"Enhancing cyber threat intelligence with NLP and large language models","volume":"5","author":"Chitimoju","year":"2024","journal-title":"J. Big Data Smart Syst."},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/EuroSPW61312.2024.00018"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/access.2025.3547172"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.nlp.2024.100074"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2023.103430"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/access.2025.3533084"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.dajour.2025.100545"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/tcss.2025.3623021"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s44196-024-00580-y"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2024.103999"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3652594"}],"event":{"name":"2025 10th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM)","location":"Patras, Greece","start":{"date-parts":[[2025,9,19]]},"end":{"date-parts":[[2025,9,21]]}},"container-title":["2025 10th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11329446\/11329556\/11329702.pdf?arnumber=11329702","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,20]],"date-time":"2026-01-20T07:34:21Z","timestamp":1768894461000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11329702\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,19]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/seeda-cecnsm68644.2025.11329702","relation":{},"subject":[],"published":{"date-parts":[[2025,9,19]]}}}