Provenance authentication framework for artificial intelligence system

A computer-implemented method of tracing repurposing of targeted artificial intelligence systems, including:

• storing a training dataset that satisfies a target artist configuration by requiring that at least some training samples in the training dataset are sourced from a target artist, wherein the target artist configuration characterizes a work of the target artist;
• training an artificial intelligence system on the training dataset, and generating a trained version of the artificial intelligence system, wherein the trained version of the artificial intelligence system is configured to construct an output that satisfies the target artist configuration;
• deploying the trained version of the artificial intelligence system;
• providing access to the trained version of the artificial intelligence system;
• and
• validating that one or more new outputs generated by repurposing the trained version of the artificial intelligence system satisfy the target artist configuration,
• wherein a creator's list authenticates the new outputs, and
• wherein the creator's list authenticates the new outputs based on a provenance wrapper that includes a provenance vault that is accessible by a provenance private key.

A non-transitory computer-readable storage medium storing instructions to provide provenance of tracing repurposing of targeted artificial intelligence systems, the instructions, when executed by one or more processors, cause the one or more processors to perform operations comprising:

• storing a training dataset that satisfies a target artist configuration by requiring that at least some training samples in the training dataset are sourced from a target artist, wherein the target artist configuration characterizes a work of the target artist;
• training an artificial intelligence system on the training dataset, and generating a trained version of the artificial intelligence system, wherein the trained version of the artificial intelligence system is configured to construct an output that satisfies the target artist configuration;
• deploying the trained version of the artificial intelligence system;
• providing access to the trained version of the artificial intelligence system;
• and
• validating that one or more new outputs generated by a repurposed trained version of the artificial intelligence system satisfy the target artist configuration,
• wherein a creator's list authenticates the new outputs, and
• wherein the creator's list authenticates the new outputs based on a provenance wrapper that includes a provenance vault that is accessible by a provenance private key.