IEEE 3304-2023
$31.96
IEEE Standard for Adoption of Moving Picture, Audio and Data Coding by Artificial Intelligence (MPAI) Technical Specification Neural Network Watermarking (NNW) V1 (Approved Draft)
| Published By | Publication Date | Number of Pages |
| IEEE | 2023 |
New IEEE Standard – Active. This is an adoption of the Moving Picture, Audio and Data Coding by Artificial Intelligence (MPAI)–Technical Specification Neural Network Watermarking as an IEEE Standard. The Neural Network Watermarking (MPAI-NNW) Technical Specification provides standard methods to measure the ability of 1) a watermark inserter to inject a payload without deteriorating the neural network (NN) performance, 2) a watermark detector to recognize the presence and the watermark decoder to successfully retrieve the payload of the inserted watermark, and 3) a watermark inserter to inject a payload and the watermark detector/decoder to detect/decode a payload from a watermarked model or any of its inferences at a measured computational cost.
PDF Catalog
| PDF Pages | PDF Title |
|---|---|
| 1 | IEEE Std 3304™-2023 Front cover |
| 2 | Title page |
| 4 | Important Notices and Disclaimers Concerning IEEE Standards Documents Notice and Disclaimer of Liability Concerning the Use of IEEE Standards Documents |
| 5 | Translations Official statements Comments on standards Laws and regulations |
| 6 | Data privacy Copyrights Photocopies Updating of IEEE Standards documents Errata |
| 7 | Patents IMPORTANT NOTICE |
| 8 | Participants |
| 9 | Introduction |
| 10 | Specification for MPAI-NNW |
| 11 | Contents 1 Introduction |
| 13 | 2 Scope of Standard 3 Terms and Definitions |
| 14 | 4 Use cases (Informative) 5 References 5.1 Normative references 5.2 Informative references 6 Imperceptibility evaluation 6.1 Watermark embedding is done after training |
| 15 | 6.2 Watermark embedding is done during training 7 Robustness evaluation |
| 17 | 8 Computational cost evaluation 8.1 Computational cost of injecting a watermark |
| 18 | 8.2 Computational cost of detecting/decoding |
| 19 | Annex 1 MPAI-wide terms and definitions |
| 22 | Annex 2 Notice and Disclaimers Concerning MPAI Standards (Informative) |
| 24 | Annex 3 Patent declarations |
| 25 | Annex 4 Imperceptibility evaluation (informative) |
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