[HTML][HTML] When llms meet cybersecurity: A systematic literature review

J Zhang, H Bu, H Wen, Y Liu, H Fei… - …, 2025 - cybersecurity.springeropen.com
The rapid development of large language models (LLMs) has opened new avenues across
various fields, including cybersecurity, which faces an evolving threat landscape and …

Large language model for vulnerability detection and repair: Literature review and the road ahead

X Zhou, S Cao, X Sun, D Lo - ACM Transactions on Software …, 2024 - dl.acm.org
The significant advancements in Large Language Models (LLMs) have resulted in their
widespread adoption across various tasks within Software Engineering (SE), including …

Secureqwen: Leveraging llms for vulnerability detection in python codebases

A Mechri, MA Ferrag, M Debbah - Computers & Security, 2025 - Elsevier
Identifying vulnerabilities in software code is crucial for ensuring the security of modern
systems. However, manual detection requires expert knowledge and is time-consuming …

LSAST--Enhancing Cybersecurity through LLM-supported Static Application Security Testing

M Keltek, R Hu, MF Sani, Z Li - arxiv preprint arxiv:2409.15735, 2024 - arxiv.org
The current cybersecurity landscape is increasingly complex, with traditional Static
Application Security Testing (SAST) tools struggling to capture complex and emerging …

Trading Devil Final: Backdoor attack via Stock market and Bayesian Optimization

O Mengara - arxiv preprint arxiv:2407.14573, 2024 - arxiv.org
Since the advent of generative artificial intelligence, every company and researcher has
been rushing to develop their own generative models, whether commercial or not. Given the …

Large Language Models and Code Security: A Systematic Literature Review

E Basic, A Giaretta - arxiv preprint arxiv:2412.15004, 2024 - arxiv.org
Large Language Models (LLMs) have emerged as powerful tools for automating various
programming tasks, including security-related ones, such as detecting and fixing …

[PDF][PDF] When LLMs meet cybersecurity: a systematic

J Zhang, H Bu, H Wen, Y Liu, H Fei, R **, L Li… - 2025 - cybersecurity.springeropen.com
The rapid development of large language models (LLMs) has opened new avenues across
various fields, including cybersecurity, which faces an evolving threat landscape and …