Imperceptibility Evaluation
Robustness Evaluation
Computational Cost Evaluation
Annex 1 – Notices and Disclaimers
Annex 2 – Patent Declarations
Annex 3 – Imperceptibility Evaluation
Technical Specification: Neural Network Watermarking (MPAI-NNW) V1.0 provides the means to measure the ability of a watermark:

  1. Inserter to inject a payload without deteriorating the NN performance.
  2. Detector to recognise the presence and decoder to retrieve the payload of the inserted watermark.
  3. Inserter to inject a payload and detector/decoder to detect/decode a payload from a watermarked model or from any of its inferences at a measured computational cost.