Securing AI Model Weights

Securing AI Model Weights

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As frontier artificial intelligence (AI) models--that is, models that match or exceed the capabilities of the most advanced models at the time of their development--become more capable, protecting them from theft and misuse will become more important. The authors of this report explore what it would take to protect model weights--the learnable parameters that encode the core intelligence of an AI--from theft by a variety of potential attackers. Specifically, the authors (1) identify 38 meaningfully distinct attack vectors, (2) explore a variety of potential attacker operational capacities, fro...