System and method for watermarking a machine learning model

    公开(公告)号:US12061678B2

    公开(公告)日:2024-08-13

    申请号:US17494317

    申请日:2021-10-05

    CPC classification number: G06F21/16

    Abstract: Exemplary systems and methods are directed to embedding data into a machine learning model. A processing device executes program code for running a machine learning model, which has a plurality of parameter values. The processing device receives a message to be embedded into the machine learning model. The message is encrypted according to a set of keys of a cryptographic algorithm. The encrypted message is converted to a corresponding binary representation. The binary representation of the encrypted message is embedded into at least one of the one or more parameters of the machine learning model. The embedding operation modifies the at least one parameter value of the machine learning model.

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