This repo collects the paper list of DNN IP Protection. I have compiled summaries of various papers and organized them into categories. Please feel free to contribute by submitting pull requests!
- [2022/08] Move: Effective and harmless ownership verification via embedded external features
- [2022/06] Defending against model stealing via verifying embedded external features
- [2021/07] Watermarking Deep Neural Networks with Greedy Residuals
- [2021/04] Riga: Covert and robust white-box watermarking of deep neural networks
- [2021] You are caught stealing my winning lottery ticket! making a lottery ticket claim its ownership
- [2021] NeuNAC: A novel fragile watermarking algorithm for integrity protection of neural networks
- [2020/10] Reversible watermarking in deep convolutional neural networks for integrity authentication
- [2019/06] DeepAttest: An end-to-end attestation framework for deep neural networks
- [2019/04] Deepsigns: An end-to-end watermarking framework for ownership protection of deep neural networks
- [2019/06] Deepmarks: A secure fingerprinting framework for digital rights management of deep learning models
- [2017/06] Embedding watermarks into deep neural networks