Xinjie Lin

TrafficLLM: Enhancing Large Language Models for Network Traffic Analysis with Generic Traffic Representation

2025 · arXiv (Cornell University)

Machine learning (ML) powered network traffic analysis has been widely used for the purpose of threat detection. Unfortunately, their generalization across different tasks and unseen data is very limited. Large language models (LLMs), known for …