Network Intrusion Detection: Evolution from Conventional Approaches to LLM Collaboration and Emerging Risks

Yaokai Feng, Kouichi Sakurai

This survey systematizes the evolution of network intrusion detection systems (NIDS), from conventional methods such as signature-based and neural network (NN)-based approaches to…