EVALUATING SOURCE CONTRIBUTION TO GENERATED CONTENT

Abstract

Evaluating the presence of training data in generated content by defining a first signature of a portion of the generated content by loading the generated content into memory registers, dividing the generated content into tokens, designating a sequential group of tokens as a signature shingle, and defining the first signature as a hash function value for the signature shingle. The evaluation also including matching the first signature to a training data signature in a training data signature database, updating a database record for the generated content to include the training data associated with the training data signature, and providing an output comprising data associated with the training data signature over a network.

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