{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T08:37:11Z","timestamp":1774946231244,"version":"3.50.1"},"reference-count":43,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,2]],"date-time":"2024-12-02T00:00:00Z","timestamp":1733097600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,2]],"date-time":"2024-12-02T00:00:00Z","timestamp":1733097600000},"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":[[2024,12,2]]},"DOI":"10.1109\/sin63213.2024.10871324","type":"proceedings-article","created":{"date-parts":[[2025,2,13]],"date-time":"2025-02-13T18:33:17Z","timestamp":1739471597000},"page":"1-6","source":"Crossref","is-referenced-by-count":51,"title":["Cybersecurity Revolution via Large Language Models and Explainable AI"],"prefix":"10.1109","author":[{"given":"Taher M.","family":"Ghazal","sequence":"first","affiliation":[{"name":"College of Arts &#x0026; Science Applied Science University,Manama,Kingdom of Bahrain"}]},{"given":"Jamshaid Iqbal","family":"Janjua","sequence":"additional","affiliation":[{"name":"Al-Khawarizimi Institute of Computer Science (KICS), University of Engineering &#x0026; Technology (UET),Lahore,Pakistan"}]},{"given":"Walid","family":"Abushiba","sequence":"additional","affiliation":[{"name":"College of Engineering, Applied Science University,Bahrain"}]},{"given":"Munir","family":"Ahmad","sequence":"additional","affiliation":[{"name":"College of Informatics, Korea University,Seoul,Republic of Korea,02841"}]},{"given":"Anuam","family":"Ihsan","sequence":"additional","affiliation":[{"name":"Al-Khawarizimi Institute of Computer Science (KICS), University of Engineering &#x0026; Technology (UET),Lahore,Pakistan"}]},{"given":"Nidal A.","family":"Al-Dmour","sequence":"additional","affiliation":[{"name":"College of Engineering, Mutah University,Department of Computer Engineering,Jordan"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Autonomous Threat Hunting: A Future Paradigm for AI-Driven Threat Intelligence","author":"Sindiramutty","year":"2023","journal-title":"arXiv preprint"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICIT58056.2023.10225910"},{"key":"ref3","article-title":"Revolutionizing Cyber Threat Detection with Large Language Models","volume-title":"ArXiv, abs\/2306.14263","author":"Ferrag","year":"2023"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3282740"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/WETICE53228.2021.00030"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JEEIT58638.2023.10185893"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2906934"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/EuroSP57164.2023.00022"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3583558"},{"key":"ref10","article-title":"XAI for Cybersecurity: State of the Art, Challenges, Open Issues and Future Directions","author":"Srivastava","year":"2022","journal-title":"ArXiv, abs\/2206.03585"},{"key":"ref11","volume-title":"Cybersecurity Almanac: 100 Facts, Figures, Predictions, and Statistics","author":"Morgan","year":"2023"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2003.814797"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2024.05.046"},{"key":"ref14","author":"Okutu","year":"2024","journal-title":"Explainability of Large Language Models (LLMs) in Providing Cybersecurity Advice"},{"key":"ref15","author":"Anthony","year":"2024","journal-title":"Explainable Malware Detection with Tailored Logic Explained Networks"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.38124\/ijisrt\/ijisrt24apr2271"},{"key":"ref17","article-title":"Anomaly Detection in Cybersecurity: Techniques, Applications, and Challenges","author":"Gadepalli","year":"2022","journal-title":"IEEE Transactions on Network and Service Management"},{"key":"ref18","article-title":"Towards a rigorous science of interpretable machine learning","author":"Doshi-Velez","year":"2017","journal-title":"arXiv preprint"},{"key":"ref19","article-title":"Enhancing threat-hunting capabilities using machine learning","author":"Singh","year":"2020","journal-title":"Journal of Information Security and Applications"},{"key":"ref20","article-title":"Predictive analytics for cybersecurity: Leveraging machine learning for threat detection","volume-title":"Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery & Data Mining","author":"Sadeghi"},{"key":"ref21","article-title":"Social big data: Recent achievements and new challenges","author":"Bello-Orgaz","year":"2020","journal-title":"Information Fusion"},{"key":"ref22","article-title":"Enhancing cyber threat intelligence with explainable AI","author":"Costa","year":"2023","journal-title":"Computers & Security"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0048-x"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1117\/12.3014446"},{"key":"ref25","article-title":"Extracting human interpretable structure-property relationships in chemistry using XAI and large language models","author":"Wellawatte","year":"2023","journal-title":"ArXiv, abs\/2311.04047"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.36548\/jtcsst.2023.3.005"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/en13102509"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2836950"},{"key":"ref29","article-title":"Cybersecurity Knowledge Extraction Using XAI","volume-title":"Applied Sciences","author":"Sarcevic","year":"2022"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.55248\/gengpi.4.1223.123428"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2023.3257518"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE48619.2023.00204"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3122019"},{"key":"ref34","article-title":"A comprehensive capability analysis of gpt-3 and gpt-3.5 series models","author":"Ye","year":"2023","journal-title":"arXiv preprint arXi v:230 3.10420"},{"key":"ref35","article-title":"Omnixai: A library for explainable ai","author":"Yang","year":"2022","journal-title":"arXiv preprint"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-54497-2"},{"key":"ref37","article-title":"What to explain when explaining is difficult? An interdisciplinary primer on XAI and meaningful information in automated decision-making","author":"Asghari","year":"2021","journal-title":"Alexander von Humboldt Institute for Internet and Society"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3389\/fmed.2023.1180773"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.3034647"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3390\/aerospace9100591"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3122019"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.4236\/jcc.2021.911001"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3165809"}],"event":{"name":"2024 17th International Conference on Security of Information and Networks (SIN)","location":"Sydney, Australia","start":{"date-parts":[[2024,12,2]]},"end":{"date-parts":[[2024,12,4]]}},"container-title":["2024 17th International Conference on Security of Information and Networks (SIN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10871205\/10871241\/10871324.pdf?arnumber=10871324","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,20]],"date-time":"2025-02-20T19:48:54Z","timestamp":1740080934000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10871324\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,2]]},"references-count":43,"URL":"https:\/\/doi.org\/10.1109\/sin63213.2024.10871324","relation":{},"subject":[],"published":{"date-parts":[[2024,12,2]]}}}