Analysis
This innovative project showcases the potential of using Generative AI for cybersecurity, specifically in the realm of SQL injection defense. The implementation of a Red vs. Blue CTF environment with local LLMs like Mistral and Llama3 is a fascinating use case for exploring adversarial AI and AI-powered security solutions. This hands-on approach offers exciting insights into how LLMs can be utilized for both attack and defense.
Key Takeaways
- •The project uses a Red vs. Blue CTF format to pit AI agents against each other in a SQL injection scenario.
- •The system is built entirely locally using LangGraph and Ollama, demonstrating a privacy-focused approach.
- •The Blue agent attempts to patch the vulnerable code, showcasing a proactive defense strategy powered by an LLM.
Reference / Citation
View Original"Red (mistral) generated attack code: from vulnerable_app import get_user print(get_user("' UNION SELECT key, value FROM secrets --"))"