Older and Wiser: The Marriage of Device Aging and Intellectual Property Protection of Deep Neural Networks

N Lin, S Wang, Y Zhang, Y He, K Wong, A Basu… - arXiv preprint arXiv …, 2024 - arxiv.org
Deep neural networks (DNNs), such as the widely-used GPT-3 with billions of parameters,
are often kept secret due to high training costs and privacy concerns surrounding the data …

Deep Watermarking for Deep Intellectual Property Protection: A Comprehensive Survey

Y Sun, L Liu, N Yu, Y Liu, Q Tian, D Guo - Available at SSRN 4697020 - papers.ssrn.com
Highlights We provide a comprehensive survey of deep learning watermarking. We present
the problem definition, criteria, challenges, and threats of watermarking. We give a …