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TencentYoutuResearch / Adv-Makeup

This project is an implementation of our IJCAI 2021 paper "Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition", we propose a novel attacking form for the face recognition to synthesize the transferable and imperceptible adversarial examples.
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What are the loss functions that you have used for training the IR152, IRSE50, and MobileFace in the paper? #18

Closed GeorgeCarpenter closed 2 years ago

GeorgeCarpenter commented 2 years ago

Thanks.

yubangji123 commented 2 years ago

Please clarify your question. Do you want to know the losses for training these face recognition models? Or you hope to know the adversarial losses when attacking those three models?

GeorgeCarpenter commented 2 years ago

The losses for training these face recognition models.

yubangji123 commented 2 years ago

You can refer to this paper: https://openaccess.thecvf.com/content_CVPR_2019/papers/Deng_ArcFace_Additive_Angular_Margin_Loss_for_Deep_Face_Recognition_CVPR_2019_paper.pdf