Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception?
The article discusses the evaluation of privacy risks in image classification models, focusing on reconstruction attacks. The study reveals that hand-crafted metrics used to assess the privacy risk of these…
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