A Policy-Aware Cross-Layer Auditing Service for Tiering and Throttling in Starlink

This collection is a multi-paper arXiv feed focused on communications, RF sensing, and applied ML for wireless systems. The most security-relevant item is “A Policy-Aware Cross-Layer Auditing Service for Tiering and Throttling in Starlink,” which demonstrates an edge-side methodology to infer Starlink service-tier and quota-throttling regimes from terminal telemetry and host probes — enabling operator-policy fingerprinting and potential privacy or service-abuse reconnaissance. Remaining papers cover 6G channel-knowledge mapping without precise location data, THz MU-MIMO with low-resolution ADC