WATERMARK PROTECTION OF ARTIFICIAL INTELLIGENCE MODEL: abstract simplified (18016468)

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  • This abstract for appeared for patent application number 18016468 Titled 'WATERMARK PROTECTION OF ARTIFICIAL INTELLIGENCE MODEL'

Simplified Explanation

This abstract describes a computer-based method for protecting an artificial intelligence (AI) model from tampering. The method involves determining when the AI model has reached a stable state (convergence) and then identifying a set of baseline parameters for that stable AI model. The method also includes generating a unique identifier (watermark) for the AI model by applying certain transformations to each baseline parameter. This watermark is external to the AI model itself and helps in detecting any tampering attempts.


Original Abstract Submitted

A computer-implemented model for protecting an artificial intelligence (AI) model from tampering is provided. The method includes determining a convergence of the AI model. The method further includes, responsive to the determining, identifying a set of baseline parameters of the converged AI model. The method further includes generating a first watermark for the converged AI model based on applying one or more transformations to each baseline parameter from the set of baseline parameters, wherein the first watermark comprises a value external to the converged AI model.

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