Introduction

Scope

Definitions

References

Imperceptibility Evaluation

 Robustness Evaluation

Computational Cost Evaluation

Imperceptibility Evaluation

Notices and Disclaimers
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.

WARNING

Use of the technologies described in this Technical Specification may infringe patents, copyrights or intellectual property rights of MPAI Members or non-members.

MPAI and its Members accept no responsibility whatsoever for damages or liability, direct or consequential, which may result from the use of this Technical Specification.

Readers are invited to review Notices and Disclaimers.

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