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RIGA: Covert and Robust White-Box Watermarking of Deep Neural Networks [article]

Tianhao Wang, Florian Kerschbaum
2021 arXiv   pre-print
Watermarking of deep neural networks (DNN) can enable their tracing once released by a data owner.  ...  We propose Robust whIte-box GAn watermarking (RIGA), a novel white-box watermarking algorithm that uses adversarial training.  ...  BACKGROUND This section provides a formal definition of white-box watermarking of deep neural networks.  ... 
arXiv:1910.14268v4 fatcat:w22npdki7ff4vcswn7pf6n23eu