2 papers
cs.CR2024
Are You Copying My Prompt? Protecting the Copyright of Vision Prompt for VPaaS via Watermark
Huali Ren, Anli Yan, Chong-zhi Gao +3
Visual Prompt Learning (VPL) differs from traditional fine-tuning methods in reducing significant resource consumption by avoiding updating pre-trained model parameters. Instead, i…
cs.CR2023
GanFinger: GAN-Based Fingerprint Generation for Deep Neural Network Ownership Verification
Huali Ren, Anli Yan, Xiaojun Ren +4
Deep neural networks (DNNs) are extensively employed in a wide range of application scenarios. Generally, training a commercially viable neural network requires significant amounts…