157 citations · 223 across the 7 of their papers we have counts for
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cs.CV2023★ 13 cited
AdvFAS: A robust face anti-spoofing framework against adversarial examples
Jiawei Chen, Xiao Yang, Heng Yin +6
Ensuring the reliability of face recognition systems against presentation attacks necessitates the deployment of face anti-spoofing techniques. Despite considerable advancements in…
cs.CV2022★ 22 cited
Neural network fragile watermarking with no model performance degradation
Zhaoxia Yin, Heng Yin, Xinpeng Zhang
Deep neural networks are vulnerable to malicious fine-tuning attacks such as data poisoning and backdoor attacks. Therefore, in recent research, it is proposed how to detect malici…
cs.CV2020★ 8 cited
Boosting Adversarial Attacks on Neural Networks with Better Optimizer
Heng Yin, Hengwei Zhang, Jindong Wang +1
Convolutional neural networks have outperformed humans in image recognition tasks, but they remain vulnerable to attacks from adversarial examples. Since these data are crafted by…