Adaptive Alarm Threshold Prediction in 4G Mobile Networks: A Percentile-Guided Deep Learning Framework with Interpretable Outputs

Collection of recent telecom and networking research with multiple security and privacy implications. Key items: (1) ShieldShare — an open-source Android proxy enabling VPN-backed hotspots and per-user accounting without root; useful for privacy but may be abused to hide malicious traffic or introduce proxy/VPN implementation vulnerabilities. (2) eUPF with eBPF-based passive GTP-U delay measurement — low-cost telemetry but expands kernel-privileged attack surface and may enable traffic-correlation or timing side-channels if misused. (3) O-RAN/5G control-plane works (AIIM xApp, MORPH, PRB/PRB-s