{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,27]],"date-time":"2025-08-27T05:10:15Z","timestamp":1756271415723,"version":"3.44.0"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,8,4]],"date-time":"2025-08-04T00:00:00Z","timestamp":1754265600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,4]],"date-time":"2025-08-04T00:00:00Z","timestamp":1754265600000},"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":[[2025,8,4]]},"DOI":"10.1109\/csr64739.2025.11130171","type":"proceedings-article","created":{"date-parts":[[2025,8,26]],"date-time":"2025-08-26T19:04:27Z","timestamp":1756235067000},"page":"482-489","source":"Crossref","is-referenced-by-count":0,"title":["An Approach for a Supporting Multi-LLM System for Automated Certification Based on the German IT-Grundschutz"],"prefix":"10.1109","author":[{"given":"Lea","family":"Muth","sequence":"first","affiliation":[{"name":"Freie Universität Berlin,Department of Mathematics and Computer Science,Berlin,Germany"}]},{"given":"Marian","family":"Margraf","sequence":"additional","affiliation":[{"name":"Freie Universität Berlin,Department of Mathematics and Computer Science,Berlin,Germany"}]}],"member":"263","reference":[{"key":"ref1","first-page":"80","article-title":"Directive (EU) 2022\/2555 of the European Parliament and of the Council of 14 December 2022 on measures for a high common level of cybersecurity across the Union, amending Regulation (EU) No 910\/2014 and Directive (EU) 2018\/1972, and repealing Directive (EU) 2016\/1148 (NIS 2 Directive)","volume":"L333","year":"2022","journal-title":"Official Journal of the European Union"},{"year":"2023","key":"ref2","article-title":"Assessing the economic impact of EU initiatives on cybersecurity"},{"year":"2023","key":"ref3","article-title":"Annex-Implications of new cyber security measures in Germany"},{"journal-title":"ENISA","article-title":"Navigating cybersecurity investments in the time of NIS 2","year":"2023","key":"ref4"},{"year":"2023","key":"ref5","article-title":"IT-Grundschutz-Kompendium"},{"journal-title":"Bundesamt f\u00fcr Sicherheit in der Informationstechnik","article-title":"BSI-Standards","year":"2025","key":"ref6"},{"key":"ref7","article-title":"Rechtsrahmen Cybersicherheit","author":"Innern und f\u00fcr Heimat","year":"2025","journal-title":"bmi.bund.de"},{"key":"ref8","article-title":"FAQ zu NIS-2","author":"f\u00fcr Sicherheit in der Informationstechnik","year":"2023","journal-title":"BSI"},{"key":"ref9","article-title":"IT-GrundschutzKompendium: Hilfsmittel und Anwenderbeitr\u00e4ge","author":"f\u00fcr Sicherheit in der Informationstechnik","year":"2023","journal-title":"BSI"},{"key":"ref10","article-title":"A review of KG application scenarios in cyber security","volume":"abs\/2204.04769","author":"Liu","year":"2022","journal-title":"ArXiv preprint"},{"article-title":"Towards A Knowledge Graph-based Framework for Integrated Security and Safety Analysis in Digital Production Systems","volume-title":"Proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice colocated with 22nd International Semantic Web Conference (ISWC 2023)","author":"Kropatschek","key":"ref11"},{"key":"ref12","article-title":"Enhancing Legal Compliance and Regulation Analysis with Large Language Models","author":"Hassani","year":"2024","journal-title":"arXiv preprint arXiv:2404.17522"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.4494272"},{"key":"ref14","article-title":"AI-Driven Regulatory Compliance: Transforming Financial Oversight through Large Language Models and Automation","author":"Sinha","year":"2022","journal-title":"ResearchGate"},{"key":"ref15","article-title":"From Local to Global: A Graph RAG Approach to Query-Focused Summarization","author":"Edge","year":"2024","journal-title":"arXiv preprint arXiv:2404.16130"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3677052.3698671"},{"key":"ref17","first-page":"54","article-title":"GraphRAG: Leveraging GraphBased Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data","volume-title":"Proceedings of the 2025 Conference on Generative AI and Knowledge (GenAIK)","author":"Barry"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.naacl-long.219"},{"key":"ref19","article-title":"Attention Is All You Need","author":"Vaswani","year":"2017","journal-title":"arXiv preprint arXiv:1706.03762"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-acl.212"},{"article-title":"BERTScore: Evaluating Text Generation with BERT","volume-title":"International Conference on Learning Representations (ICLR)","author":"Zhang","key":"ref21"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3583780.3615015"},{"key":"ref23","article-title":"Self-Preference Bias in LLM-as-aJudge","author":"Wataoka","year":"2024","journal-title":"Submitted to ICLR 2025"}],"event":{"name":"2025 IEEE International Conference on Cyber Security and Resilience (CSR)","start":{"date-parts":[[2025,8,4]]},"location":"Chania, Crete, Greece","end":{"date-parts":[[2025,8,6]]}},"container-title":["2025 IEEE International Conference on Cyber Security and Resilience (CSR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11129696\/11129957\/11130171.pdf?arnumber=11130171","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,27]],"date-time":"2025-08-27T04:53:00Z","timestamp":1756270380000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11130171\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,4]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/csr64739.2025.11130171","relation":{},"subject":[],"published":{"date-parts":[[2025,8,4]]}}}