Large language models for cyber security: A systematic literature review

HX Xu, SA Wang, N Li, K Wang, Y Zhao, K Chen… - arXiv preprint arXiv …, 2024 - arxiv.org
… of LLMs in Network Security This section explores the application of LLMs in the field of
network security. The tasks include web fuzzing, intrusion and anomaly detection, cyber threat …

Security and privacy challenges of large language models: A survey

BC Das, MH Amini, Y Wu - ACM Computing Surveys, 2024 - dl.acm.org
… One of the latest advancements is Large Language Models (… Unlike earlier Language Models
(LMs), which were limited to … including but not limited to large text generation, summarizing …

A survey of large language models for cyber threat detection

Y Chen, M Cui, D Wang, Y Cao, P Yang, B Jiang… - … & Security, 2024 - Elsevier
With the increasing complexity of cyber threats and the expanding scope of cyberspace,
there exist progressively more challenges in cyber threat detection. It’s proven that most …

The security of using large language models: A survey with emphasis on ChatGPT

W Zhou, X Zhu, QL Han, L Li, X Chen… - IEEE/CAA Journal of …, 2024 - ieeexplore.ieee.org
ChatGPT is a powerful artificial intelligence (AI) language model that has demonstrated …
language processing (NLP) tasks. However, like any technology, it presents potential security

[HTML][HTML] A survey on large language model (llm) security and privacy: The good, the bad, and the ugly

Y Yao, J Duan, K Xu, Y Cai, Z Sun, Y Zhang - High-Confidence Computing, 2024 - Elsevier
… A large language model is the language model with massive parameters … language modeling
and autoregressive prediction) to understand and process human language, by modeling

Large language models for code: Security hardening and adversarial testing

J He, M Vechev - … on Computer and Communications Security, 2023 - dl.acm.org
… for security control using a conditional language modeling loss and a contrastive loss between
security … of security vulnerabilities in code is a fundamental problem in computer security. …

When Software Security Meets Large Language Models: A Survey

X Zhu, W Zhou, QL Han, W Ma, S Wen… - IEEE/CAA Journal of …, 2025 - ieeexplore.ieee.org
… Therefore, in this paper, we conduct a systematical review of the research employing large
language models in the field of software security. We deconstruct each software security

Large language models for blockchain security: A systematic literature review

Z He, Z Li, S Yang, A Qiao, X Zhang, X Luo… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) have emerged as powerful tools across various domains
within cyber security. Notably, recent studies are increasingly exploring LLMs applied to the …

[PDF][PDF] Combating security and privacy issues in the era of large language models

M Chen, C Xiao, H Sun, L Li, L Derczynski… - 2024 - par.nsf.gov
… vulnerabilities in security, privacy and copyright aspects of large language models (LLMs), …
protection of user information and LLM decisions for Language Model as-a-Service (LMaaS)…

[HTML][HTML] Machine learning techniques for IoT security: Current research and future vision with generative AI and large language models

F Alwahedi, A Aldhaheri, MA Ferrag, A Battah… - … of Things and Cyber …, 2024 - Elsevier
… and large language models to enhance IoT security. The discussions present an in-depth
understanding of different cyber … world of cyber threat detection leveraging ML and IoT security. …