Nvidia patents system to test AI models against simulated security attacks
Nvidia describes a method for creating a library of potential security threats specific to an AI model. The system categorizes these risks and uses them to generate simulated attacks to test the model's defenses.
In the filing’s own words
Devices, systems, and techniques for assessing and managing security risk scenarios associated with an artificial intelligence (AI) model executed by a primary computing system. The techniques include generating, based on a set of security-related data associated with an AI model, a library comprising a set of identified ai security risk scenarios associated with the AI model. The techniques include classifying, based on a set of AI model criteria, a first identified security risk scenario of the set of identified security risk scenarios into a first category of a set of categories to generate a first classified security risk scenario. The techniques include causing a simulated security attack associated with the computing system to be created based on the first classified security risk scenario.
What exactly they claim (claim 1)
1. A method comprising: generating, based on a set of security-related data associated with an artificial intelligence (AI) model, a library comprising a set of identified security risk scenarios associated with the AI model executable by a computing system; classifying, based on a set of AI model criteria, a first identified security risk scenario of the set of identified security risk scenarios into a first category of a set of categories to generate a first classified security risk scenario; and causing a simulated security attack associated with the computing system to be created based on the first classified security risk scenario.
Facts
- Company
- Nvidia (NVIDIA Corporation)
- Official title
- SECURITY RISK SCENARIO LIBRARY GENERATION
- Publication number
- US20260310791A1
- Application number
- 19171820
- Filed
- Apr 7, 2025
- Published
- Oct 8, 2026
- Inventors
- 1
- Claims
- 20
Classified under
G06F 21/577 Physics & computingG06F 2221/034 Physics & computingMore from Nvidia in AI & software
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Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.