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Technical Specification: Neural Network Watermarking (MPAI-NNW) – Technologies (NNW-TEC) V1.0

  1. Characterizes Neural Network Traceability technologies and their usage, so that appropriate Actors can:
    1. verify that the data provided by an Actor and transported to another Actor is not compromised, i.e. if modified, the modifications allow data to be used for the intended scope.
    2. identify the Actors providing and receiving the data.
  2. Uses the MPAI NNW-NNT Technical Specification [2] to evaluate the properties of Neural Network Traceability technologies that comply with the general procedure and are applicable to specific classes of Neural Networks and used in specific application domains.

NNW-TEC Technical Specification Versions are snapshots capturing the evolution of the general procedure and of performance of implementations. The current version applies NNW-NNT [2] to evaluate 3 Traceability Technologies.

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