Defending AI Model Files from Unauthorized Access with Canaries – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-03T22:20:47Z http://www.open-lab.net/blog/feed/ Joseph Lucas <![CDATA[Defending AI Model Files from Unauthorized Access with Canaries]]> http://www.open-lab.net/blog/?p=85254 2025-02-04T19:45:15Z 2024-07-11T19:06:21Z As AI models grow in capability and cost of creation, and hold more sensitive or proprietary data, securing them at rest is increasingly important....]]> As AI models grow in capability and cost of creation, and hold more sensitive or proprietary data, securing them at rest is increasingly important....An illustration showing a securit alert.

As AI models grow in capability and cost of creation, and hold more sensitive or proprietary data, securing them at rest is increasingly important. Organizations are designing policies and tools, often as part of data loss prevention and secure supply chain programs, to protect model weights. While security engineering discussions focus on prevention (How do we prevent X?), detection (Did X��

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