Authors: Jie Zhang, Haoyu Bu, Hui Wen, Yu Chen, Lun Li, Hongsong Zhu

Published on: May 06, 2024

Impact Score: 7.6

Arxiv code: Arxiv:2405.03644

Summary

• What is new: Provides a comprehensive overview of the use of large language models (LLMs) in cybersecurity, bridging the existing information gap.
• Why this is important: Lack of a comprehensive overview and systematic literature review on the application of LLMs in cybersecurity.
• What the research proposes: A systematic literature review analyzing over 180 works covering 25 LLMs and their application in more than 10 cybersecurity scenarios.
• Results: Highlighted the potential of LLMs in cybersecurity, identified key research areas, and provided a resource for applying LLMs in cybersecurity.

Technical Details

Technological frameworks used: Systematic literature review

Models used: 25 Large Language Models

Data used: Over 180 research works

Potential Impact

Cybersecurity industry, including security service providers, cybersecurity software, and tool developers.

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