Confidential computing

Technique · Cybersecurity · 1 item since Aug 2026

Running workloads in hardware-isolated enclaves so no party sees another's model or data.

Organizations: AVERI Google DeepMind MLCommons OpenMined Singapore AI Safety Institute

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Aug 27
Google DeepMind pilots double-blind AI evaluations
Using confidential-computing GPU enclaves, a Gemini Flash Lite model was tested so the evaluator never saw its weights and Google never saw the test prompts, cryptographically guarding against benchmark contamination, with Singapore AISI, OpenMined, AVERI, and MLCommons as partners.