no code implementations • 3 Oct 2023 • Yingqian Cui, Jie Ren, Yuping Lin, Han Xu, Pengfei He, Yue Xing, Lingjuan Lyu, Wenqi Fan, Hui Liu, Jiliang Tang
FT-Shield addresses copyright protection challenges by designing new watermark generation and detection strategies.
no code implementations • ICLR 2020 • Yuping Lin, Kasra Ahmadi K. A., Hui Jiang
We first explicitly compute the Fourier transform of deep ReLU neural networks and show that there exist decaying but non-zero high frequency components in the Fourier spectrum of neural networks.