3 citations · 4 across the 5 of their papers we have counts for
4 papers · 1 filter
A Survey of Fragile Model Watermarking
Zhenzhe Gao, Yu Cheng, Zhaoxia Yin
Model fragile watermarking, inspired by both the field of adversarial attacks on neural networks and traditional multimedia fragile watermarking, has gradually emerged as a potent…
Fragile Model Watermark for integrity protection: leveraging boundary volatility and sensitive sample-pairing
ZhenZhe Gao, Zhenjun Tang, Zhaoxia Yin +2
Neural networks have increasingly influenced people's lives. Ensuring the faithful deployment of neural networks as designed by their model owners is crucial, as they may be suscep…
Adaptive White-Box Watermarking with Self-Mutual Check Parameters in Deep Neural Networks
Zhenzhe Gao, Zhaoxia Yin, Hongjian Zhan +2
Artificial Intelligence (AI) has found wide application, but also poses risks due to unintentional or malicious tampering during deployment. Regular checks are therefore necessary…
Decision-based iterative fragile watermarking for model integrity verification
Zhaoxia Yin, Heng Yin, Hang Su +2
Typically, foundation models are hosted on cloud servers to meet the high demand for their services. However, this exposes them to security risks, as attackers can modify them afte…