A Comprehensive Overview of Large Language Models (LLMs) for Cyber Defences: Opportunities and Directions

M Hassanin, N Moustafa - arXiv preprint arXiv:2405.14487, 2024 - arxiv.org
The recent progression of Large Language Models (LLMs) has witnessed great success in
the fields of data-centric applications. LLMs trained on massive textual datasets showed …

MCGMark: An Encodable and Robust Online Watermark for LLM-Generated Malicious Code

K Ning, J Chen, Q Zhong, T Zhang, Y Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
With the advent of large language models (LLMs), numerous software service providers
(SSPs) are dedicated to developing LLMs customized for code generation tasks, such as …

[HTML][HTML] Data Stealing Attacks against Large Language Models via Backdooring

J He, G Hou, X Jia, Y Chen, W Liao, Y Zhou, R Zhou - Electronics, 2024 - mdpi.com
Large language models (LLMs) have gained immense attention and are being increasingly
applied in various domains. However, this technological leap forward poses serious security …

[PDF][PDF] Cybersecurity Challenges in the Age of AI: New Attack and Defense Opportunities

J Li - 2024 - kilthub.cmu.edu
Recent decades have seen the unprecedented success of Artificial Intelligence (AI), with its
impact resonating beyond the confines of the technology sector to influence fields as diverse …