The Frontier LLM Trap in Network Automation

Collection of recent arXiv papers on network automation, edge caching, wireless and 6G resource control, zero-trust SDN anomaly detection, SD-WAN vulnerability prioritization, DNS semantics, encrypted traffic classification, and NPU compilation. Several works have security relevance, particularly micro-segmentation for detecting lateral movement and telemetry-informed vulnerability prioritization, but the documents describe research methods and evaluations rather than disclosed vulnerabilities or active threats.