CYSINFO AI: A Fine-Tuned LLM for Unrestricted Cybersecurity Knowledge
D S Shreerama, M. S., Sugandha Saxena · 2025
Cysinfo AI is a cybersecurity-focused platform that provides in-depth, unrestricted knowledge and solutions for ethical hacking and cybersecurity enthusiasts. The project fine-tunes the LLaMA 3.1 model using LoRA (Low-Rank Adaptation), ensuring efficient and targeted domain adaptation without compromising general knowledge. To enhance accessibility, a user-friendly interface built with Vue.js, Tailwind CSS, and JavaScript connects seamlessly to the fine-tuned model via the Ollama server. Cysinfo AI addresses the limitations of traditional language models like GPT and BERT, which struggle to deliver precise, domain-specific insights or practical command-line solutions. By focusing on cybersecurity expertise, the platform enables real-time analysis, technical guidance, and tailored responses to complex queries. This paper outlines the methodology, architecture, and impact of Cysinfo AI, along with potential enhancements to expand its capabilities in advancing cybersecurity education and practice.