Abstract: Highlights•We propose AdvCloak, a GAN-based privacy framework that customizes class-wise masks.•A Two-stage training method addresses visual naturalness and feature generalization.•Extensive experiments show that AdvCloak achieves SOTA face privacy protection.
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