# UncWorks

- **Event:** [National Security Hackathon (by Army xTech)](https://cerebralvalley.ai/e/3rd-annual-natsec-hackathon)
- **When:** May 2 at 9:00 AM – May 3 at 4:00 PM (PDT)
- **Where:** Shack15, San Francisco, CA
- **Team:** [Kristian Romero](https://cerebralvalley.ai/u/kristiansromero), [Joey Osborne](https://cerebralvalley.ai/u/josborne), [evan ly](https://cerebralvalley.ai/u/chheang)
- **GitHub:** https://github.com/chheangg/uncwork/
- **Demo video:** https://youtu.be/BE-5zfrQkS0
- **Gallery:** https://cerebralvalley.ai/e/3rd-annual-natsec-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/3rd-annual-natsec-hackathon/hackathon/gallery/50

Hamilton — Trust-Aware C2 Layer for Contested Airspace   
Hamilton is a real-time command-and-control layer that gives commanders the most relevant comms-integrity information at a glance, so they can issue   
  the correct orders and equip their assets with the right tools to guarantee mission success. We introduce a trust score: a Rust listener ingests       
  Cursor-on-Target telemetry over UDP and post-processes every frame — dedupe gaps, sequence breaks, corruption, jitter, neighbor agreement — to abstract
   a single value that denotes how compromised a ground unit's comms and signals are. That score feeds a munitions fingerprint system that detects       
  jamming patterns in the degraded telemetry and matches them against likely jamming methods being imposed on the combat assets — so commanders see not  
  just that a unit is compromised, but how, and can issue countermeasures accordingly.

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Markdown version of https://cerebralvalley.ai/e/3rd-annual-natsec-hackathon/hackathon/gallery/50. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt