3 papers
cs.NI2026
Beyond Wireless Security: Covert Communications in Large Language Model-enabled Edge Networks
Yuanai Xie, Jiaxin Chen, Zhaozhi Liu
Large language model (LLM)-enabled edge networks (LLMENs) offer mobile users high-quality and low-latency AI-generated content services in the 6G era. However, unlike typical edge…
cs.NI2026
CovertComBench: A First Domain-Specific Testbed for LLMs in Wireless Covert Communication
Zhaozhi Liu, Jiaxin Chen, Yuanai Xie +5
The integration of Large Language Models (LLMs) into wireless networks presents significant potential for automating system design. However, unlike conventional throughput maximiza…
cs.NI2025
Shadow Wireless Intelligence: Large Language Model-Driven Reasoning in Covert Communications
Yuanai Xie, Zhaozhi Liu, Xiao Zhang +5
Covert Communications (CC) can secure sensitive transmissions in industrial, military, and mission-critical applications within 6G wireless networks. However, traditional optimizat…