大脑 发表于 2025-3-21 17:41:06

书目名称Digital Watermarking for Machine Learning Model影响因子(影响力)<br>        http://figure.impactfactor.cn/if/?ISSN=BK0279897<br><br>        <br><br>书目名称Digital Watermarking for Machine Learning Model影响因子(影响力)学科排名<br>        http://figure.impactfactor.cn/ifr/?ISSN=BK0279897<br><br>        <br><br>书目名称Digital Watermarking for Machine Learning Model网络公开度<br>        http://figure.impactfactor.cn/at/?ISSN=BK0279897<br><br>        <br><br>书目名称Digital Watermarking for Machine Learning Model网络公开度学科排名<br>        http://figure.impactfactor.cn/atr/?ISSN=BK0279897<br><br>        <br><br>书目名称Digital Watermarking for Machine Learning Model被引频次<br>        http://figure.impactfactor.cn/tc/?ISSN=BK0279897<br><br>        <br><br>书目名称Digital Watermarking for Machine Learning Model被引频次学科排名<br>        http://figure.impactfactor.cn/tcr/?ISSN=BK0279897<br><br>        <br><br>书目名称Digital Watermarking for Machine Learning Model年度引用<br>        http://figure.impactfactor.cn/ii/?ISSN=BK0279897<br><br>        <br><br>书目名称Digital Watermarking for Machine Learning Model年度引用学科排名<br>        http://figure.impactfactor.cn/iir/?ISSN=BK0279897<br><br>        <br><br>书目名称Digital Watermarking for Machine Learning Model读者反馈<br>        http://figure.impactfactor.cn/5y/?ISSN=BK0279897<br><br>        <br><br>书目名称Digital Watermarking for Machine Learning Model读者反馈学科排名<br>        http://figure.impactfactor.cn/5yr/?ISSN=BK0279897<br><br>        <br><br>

sultry 发表于 2025-3-21 23:31:29

Ownership Verification Protocols for Deep Neural Network Watermarkschemes, formulates several additional requirements regarding ownership proof under elementary protocols, and puts forward the necessity of analyzing and regulating the ownership verification procedure.

inundate 发表于 2025-3-22 03:55:14

http://reply.papertrans.cn/28/2799/279897/279897_3.png

拘留 发表于 2025-3-22 07:47:12

Protecting Intellectual Property of Machine Learning Models via Fingerprinting the Classification Bo which are used to fingerprint the model. Another model is likely to be a pirated version of the owner’s model if they have the same predictions for most fingerprinting data points. The key difference between fingerprinting and watermarking is that fingerprinting . fingerprint that characterizes the

侵蚀 发表于 2025-3-22 11:31:06

http://reply.papertrans.cn/28/2799/279897/279897_5.png

Migratory 发表于 2025-3-22 16:41:48

Protecting Recurrent Neural Network by Embedding Keyss to train RNN models in a specific way such that when an invalid or forged key is presented, the performance of the embedded RNN models will be .. Having said that, the key gate was inspired by the nature of RNN model, to govern the flow of hidden state and designed in such a way that no additional

Migratory 发表于 2025-3-22 19:02:49

Model Auditing for Data Intellectual Propertyata owner cannot manage and thus cannot provide meaningful data ownership resolution. In this chapter, we rigorously present the model auditing problem for data ownership and open a new revenue in this area of research.

顽固 发表于 2025-3-22 22:22:32

http://reply.papertrans.cn/28/2799/279897/279897_8.png

1分开 发表于 2025-3-23 03:52:59

https://doi.org/10.1057/9781137006509ermine whether a suspicious model is stolen from the victim, based on model gradients. The final ownership verification is judged by hypothesis test. Extensive experiments on CIFAR-10 and ImageNet datasets verify the effectiveness of our defense under both centralized training and federated learning

TRACE 发表于 2025-3-23 06:47:58

http://reply.papertrans.cn/28/2799/279897/279897_10.png
页: [1] 2 3 4 5
查看完整版本: Titlebook: Digital Watermarking for Machine Learning Model; Techniques, Protocol Lixin Fan,Chee Seng Chan,Qiang Yang Book 2023 The Editor(s) (if appli