DuetFace: Collaborative Privacy-Preserving Face Recognition via Channel Splitting in the Frequency Domain

Author:

Mi Yuxi1,Huang Yuge2,Ji Jiazhen2,Liu Hongquan1,Xu Xingkun2,Ding Shouhong2,Zhou Shuigeng1

Affiliation:

1. Fudan University, Shanghai, China

2. Tencent Youtu Lab, Shanghai, China

Publisher

ACM

Reference43 articles.

1. Michel Abdalla , Florian Bourse , Angelo De Caro, and David Pointcheval . 2015 . Simple Functional Encryption Schemes for Inner Products. In Public-Key Cryptography - PKC 2015 - 18th IACR International Conference on Practice and Theory in Public-Key Cryptography, Gaithersburg, MD, USA, March 30 - April 1, 2015, Proceedings (Lecture Notes in Computer Science , Vol. 9020), Jonathan Katz (Ed.). Springer, 733-- 751 . https://doi.org/10.1007/978--3--662--46447--2_33 Michel Abdalla, Florian Bourse, Angelo De Caro, and David Pointcheval. 2015. Simple Functional Encryption Schemes for Inner Products. In Public-Key Cryptography - PKC 2015 - 18th IACR International Conference on Practice and Theory in Public-Key Cryptography, Gaithersburg, MD, USA, March 30 - April 1, 2015, Proceedings (Lecture Notes in Computer Science, Vol. 9020), Jonathan Katz (Ed.). Springer, 733--751. https://doi.org/10.1007/978--3--662--46447--2_33

2. Privacy Preserving Face Recognition Utilizing Differential Privacy

3. Discriminant-component eigenfaces for privacy-preserving face recognition

4. Sheng Chen , Yang Liu , Xiang Gao , and Zhen Han . 2018 . MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices. In Biometric Recognition - 13th Chinese Conference , CCBR 2018, Urumqi, China, August 11--12, 2018, Proceedings (Lecture Notes in Computer Science , Vol. 10996), Jie Zhou, Yunhong Wang, Zhenan Sun, Zhenhong Jia, Jianjiang Feng, Shiguang Shan, Kurban Ubul, and Zhenhua Guo (Eds.). Springer, 428-- 438 . https://doi.org/10.1007/978--3--319--97909-0_46 Sheng Chen, Yang Liu, Xiang Gao, and Zhen Han. 2018. MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices. In Biometric Recognition - 13th Chinese Conference, CCBR 2018, Urumqi, China, August 11--12, 2018, Proceedings (Lecture Notes in Computer Science, Vol. 10996), Jie Zhou, Yunhong Wang, Zhenan Sun, Zhenhong Jia, Jianjiang Feng, Shiguang Shan, Kurban Ubul, and Zhenhua Guo (Eds.). Springer, 428--438. https://doi.org/10.1007/978--3--319--97909-0_46

5. Jiankang Deng , Jia Guo , Niannan Xue , and Stefanos Zafeiriou . 2019 . ArcFace: Additive Angular Margin Loss for Deep Face Recognition. In IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019 , Long Beach, CA, USA, June 16--20 , 2019. Computer Vision Foundation / IEEE, 4690--4699. https://doi.org/10.1109/CVPR.2019.00482 Jiankang Deng, Jia Guo, Niannan Xue, and Stefanos Zafeiriou. 2019. ArcFace: Additive Angular Margin Loss for Deep Face Recognition. In IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2019, Long Beach, CA, USA, June 16--20, 2019. Computer Vision Foundation / IEEE, 4690--4699. https://doi.org/10.1109/CVPR.2019.00482

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