**LLMNetGuard** is a network threat detection system using Large Language Models (LLMs) to analyze network traffic in real time. It detects potential security threats such as malware and DDoS attacks by identifying abnormal traffic patterns. With adaptive ML ,LLMNetGuard continuously improves, providing smarter, proactive protection for networks.