@article{weaponizinglanguagemodelsforcybersecurit, title = {Weaponizing Language Models for Cybersecurity Offensive Operations: Automating Vulnerability Assessment Report Validation; A Review Paper}, author = {Abdulrahman S Almuhaidib and Azlan Mohd Zain and Zalmiyah Zakaria and Izyan Izzati Kamsani and Abdulaziz S Almuhaidib}, year = {2025}, eprint = {2505.04265}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.04265v1}, }