57 / Cybersecurity
Air-Gapped Security Research Models
We run open-weight models for security research entirely air-gapped on our own NVIDIA DGX, so the sensitive work of adversarial testing happens on hardware we control with nothing ever leaving the building.
- Built by
- 360 Labs Security Research
- Stack & approach
- CybersecurityAir-GappedOpen-Weight ModelsNVIDIA DGXOn-Prem

The problem
Security research needs models that will engage with adversarial and offensive-testing questions, which hosted commercial models refuse, and sending that work to the cloud is a confidentiality risk in itself.
Solution & architecture
An open-weight model stack run entirely air-gapped on 360 Labs' own NVIDIA DGX for red-teaming and adversarial testing, with no data leaving the premises. The same discipline that governs our application penetration testing applies here: model output is treated as a lead, not a finding, because ungrounded models fabricate, and every claim is confirmed against real evidence before it is acted on.
Why it is built this way
Fully air-gapped
Runs on our own DGX, no network path
Nothing leaves
No data egress, no phone-home
Grounded by discipline
Output is a lead until confirmed
