Can I read FedLLMGuard: Anomaly Detection in 5G on EtoBox?

FedLLMGuard: Anomaly Detection in 5G by ddiaojw01 is a document available to read on EtoBox.

What is FedLLMGuard: Anomaly Detection in 5G about?

The document presents FedLLMGuard, a novel framework that integrates Federated Learning (FL) with Large Language Models (LLM) for real-time anomaly detection in 5G networks, addressing challenges such as high latency and privacy risks associated with traditional Intrusion Detection Systems (IDS). Experimental results show that FedLLMGuard outperforms existing models, achieving high accuracy and low false positive rates even under adversarial conditions, thus providing a scalable and resource-efficient secur

Author

ddiaojw01

Language

EN