Emerging Cybersecurity Trends

6G Wireless Network Research

As 6G infrastructure moves toward standardisation, its vastly expanded attack surface demands fundamentally new security architectures. This paper proposes AI-driven adaptive decoy generation at the network edge, combining cGAN and reinforcement learning to achieve 97.9% detection rates with 15ms latency. Traditional static security models cannot scale to 6G's complexity. Ericsson, Nokia, and Qualcomm — the primary 6G infrastructure vendors — stand to integrate or acquire such edge-native AI security frameworks as commercialisation approaches post-2028.