{"id":453346,"date":"2024-10-20T09:29:46","date_gmt":"2024-10-20T09:29:46","guid":{"rendered":"https:\/\/pdfstandards.shop\/product\/uncategorized\/ieee-3304-2023-3\/"},"modified":"2024-10-26T17:37:16","modified_gmt":"2024-10-26T17:37:16","slug":"ieee-3304-2023-3","status":"publish","type":"product","link":"https:\/\/pdfstandards.shop\/product\/publishers\/ieee\/ieee-3304-2023-3\/","title":{"rendered":"IEEE 3304-2023"},"content":{"rendered":"
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.<\/p>\n
PDF Pages<\/th>\n | PDF Title<\/th>\n<\/tr>\n | ||||||
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1<\/td>\n | IEEE Std 3304\u2122-2023 Front cover <\/td>\n<\/tr>\n | ||||||
2<\/td>\n | Title page <\/td>\n<\/tr>\n | ||||||
4<\/td>\n | Important Notices and Disclaimers Concerning IEEE Standards Documents Notice and Disclaimer of Liability Concerning the Use of IEEE Standards Documents <\/td>\n<\/tr>\n | ||||||
5<\/td>\n | Translations Official statements Comments on standards Laws and regulations <\/td>\n<\/tr>\n | ||||||
6<\/td>\n | Data privacy Copyrights Photocopies Updating of IEEE Standards documents Errata <\/td>\n<\/tr>\n | ||||||
7<\/td>\n | Patents IMPORTANT NOTICE <\/td>\n<\/tr>\n | ||||||
8<\/td>\n | Participants <\/td>\n<\/tr>\n | ||||||
9<\/td>\n | Introduction <\/td>\n<\/tr>\n | ||||||
10<\/td>\n | Specification for MPAI-NNW <\/td>\n<\/tr>\n | ||||||
11<\/td>\n | Contents 1 Introduction <\/td>\n<\/tr>\n | ||||||
13<\/td>\n | 2 Scope of Standard 3 Terms and Definitions <\/td>\n<\/tr>\n | ||||||
14<\/td>\n | 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 <\/td>\n<\/tr>\n | ||||||
15<\/td>\n | 6.2 Watermark embedding is done during training 7 Robustness evaluation <\/td>\n<\/tr>\n | ||||||
17<\/td>\n | 8 Computational cost evaluation 8.1 Computational cost of injecting a watermark <\/td>\n<\/tr>\n | ||||||
18<\/td>\n | 8.2 Computational cost of detecting\/decoding <\/td>\n<\/tr>\n | ||||||
19<\/td>\n | Annex 1 MPAI-wide terms and definitions <\/td>\n<\/tr>\n | ||||||
22<\/td>\n | Annex 2 Notice and Disclaimers Concerning MPAI Standards (Informative) <\/td>\n<\/tr>\n | ||||||
24<\/td>\n | Annex 3 Patent declarations <\/td>\n<\/tr>\n | ||||||
25<\/td>\n | Annex 4 Imperceptibility evaluation (informative) <\/td>\n<\/tr>\n<\/table>\n","protected":false},"excerpt":{"rendered":" IEEE Standard for Adoption of Moving Picture, Audio and Data Coding by Artificial Intelligence (MPAI) Technical Specification Neural Network Watermarking (NNW) V1 (Published)<\/b><\/p>\n |