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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
Interface screens from Air-Gapped Security Research Models
Interface, from the 360Labs case-study deck (page 69).

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