Is there a study that face masking privacy?
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Face masking privacy has been studied in several papers. Sun et al. propose an attack method against liveness detection by using a mask printed with a textured pattern, which can resist face extractors optimized for face occlusion . Zhao et al. analyze the privacy property of an elementary matrices masking-based protocol for face recognition and demonstrate that it does not hold privacy under their defined model . Another study evaluates the effectiveness of identity-masking algorithms based on Canny filters for interfering with identification while preserving facial actions . Wang et al. introduce a novel face privacy-enhancing framework that obfuscates stored faces to protect users' privacy while maintaining data utility . Finally, Wang et al. propose the FaceMAE framework, which considers face privacy and recognition performance simultaneously by using randomly masked face images for training and reconstruction .
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| Papers (5) | Insight |
|---|---|
3 Citations | Yes, the paper discusses the privacy issues of public face datasets and proposes a novel framework called FaceMAE for privacy-preserving face recognition via masked autoencoders. |
| No, the provided paper does not specifically mention the term "face masking privacy." The paper focuses on a novel face privacy-enhancing framework by obfuscating stored faces to protect facial attributes while maintaining face identity. | |
19 Jan 2023 | The provided paper is about the effectiveness of identity-masking algorithms in interfering with identification and preserving facial actions. It does not specifically mention a study on face masking privacy. |
| Yes, the paper discusses a study on face masking privacy. It proposes a method using a mask printed with a textured pattern to resist face recognition algorithms optimized for face occlusion. | |
| No, the provided paper does not study face masking privacy. The paper analyzes the privacy property of an elementary matrices masking-based PVC protocol for face recognition. |
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