Digital Watermarking for Machine Learning Model Techniques, Protocols and Applications
tarafından
 
Fan, Lixin. editor.

Başlık
Digital Watermarking for Machine Learning Model Techniques, Protocols and Applications

Yazar
Fan, Lixin. editor.

ISBN
9789811975547

Basım Bilgisi
1st ed. 2023.

Fiziksel Tanımlama
XVI, 225 p. 1 illus. online resource.

İçerik
Part I. Preliminary -- Chapter 1. Introduction -- Chapter 2. Ownership Verification Protocols for Deep Neural Network Watermarks -- Part II Techniques -- Chapter 3. ModelWatermarking for Image Recovery DNNs -- Chapter 4. The Robust and Harmless ModelWatermarking -- Chapter 5. Protecting Intellectual Property of Machine Learning Models via Fingerprinting the Classification Boundary -- Chapter 6. Protecting Image Processing Networks via Model Water -- Chapter 7. Watermarks for Deep Reinforcement Learning -- Chapter 8. Ownership Protection for Image Captioning Models -- Chapter 9.Protecting Recurrent Neural Network by Embedding Key -- Part III Applications -- Chapter 10. FedIPR: Ownership Verification for Federated Deep Neural Network Models -- Chapter 11. Model Auditing For Data Intellectual Property .

Yazar Ek Girişi
Fan, Lixin.
 
Chan, Chee Seng.
 
Yang, Qiang.

Tüzel Kişi Ek Girişi
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-981-19-7554-7


KütüphaneMateryal TürüDemirbaş NumarasıYer Numarası[[missing key: search.ChildField.HOLDING]]Durumu/İade Tarihi
Çevrimiçi KütüphaneE-Kitap520418-1001ONLINEElektronik Kütüphane