Integrating Health Sensing into Cellular Networks: Human Sleep Monitoring Using 5G Signals
2026-03-04T19:52:40Z•5abc315af4de49952ce96994c1da38dbbeaa8d0b68d9215b631b4514cc212381
5GDGADGA detectionGDPRGravity Falls datasetMPQUICRF sensingRegulationSAGINs (Space-Air-Ground) networksadversarial tacticsbrowser privacycellular infrastructureconsent bannersdevice-free sensingmachine learningmobile securityphishingprivacysleep monitoringsmishingspearphishingsurveillancethird-party advertisingtrackingweb tracking
What happened
This collection of recent papers spans wireless sensing and privacy, web tracking, networking protocols, and quantum networking/simulation. Key security- and privacy-relevant items: (1) a 5G device-free system that uses uplink CSI from commercial infrastructure to monitor human sleep (respiration and movements) with >91%/85% accuracy — a potential privacy/surveillance risk; (2) RegTrack, a measurement study showing large, location- and browser-dependent disparities in third-party advertising and tracking exposure (GDPR locations show far less cross-border tracking), with implications for user-
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_cs_ni
- Record identifier
- 5abc315af4de49952ce96994c1da38dbbeaa8d0b68d9215b631b4514cc212381
- Enrichment time
- 2026-03-04T19:52:40Z
- AI-assisted enrichment
- Yes
This record may overlap with other records. Its enrichment can be incomplete or wrong, and machine assistance was used. Validate consequential decisions against the linked source and your own environment.