3 papers
cs.CR2026
Reversible Unlearnable Examples: Towards the Copyright Protection in Deep Learning Era
Binze Wang, Jinyu Tian, Xingrun Wang +2
Significant advancements in deep learning have been made possible by the utilization of large datasets, underscoring the critical importance of copyright protection. Adding meticul…
cs.CV2025
Structure Disruption: Subverting Malicious Diffusion-Based Inpainting via Self-Attention Query Perturbation
Yuhao He, Jinyu Tian, Haiwei Wu +1
The rapid advancement of diffusion models has enhanced their image inpainting and editing capabilities but also introduced significant societal risks. Adversaries can exploit user…
cs.CV2025
AdaSin: Enhancing Hard Sample Metrics with Dual Adaptive Penalty for Face Recognition
Qiqi Guo, Zhuowen Zheng, Guanghua Yang +5
In recent years, the emergence of deep convolutional neural networks has positioned face recognition as a prominent research focus in computer vision. Traditional loss functions, s…