Improving Federated Learning Face Recognition via Privacy-Agnostic
Clusters

Improving Federated Learning Face Recognition via Privacy-Agnostic Clusters

29 January 2022

Papers citing "Improving Federated Learning Face Recognition via Privacy-Agnostic Clusters"

17 / 17 papers shown

Title
RDP: Ranked Differential Privacy for Facial Feature Protection in Multiscale Sparsified Subspace Yuxiao He Yao Yao Shihui Gao Guandong Huang Xun Cao CVBM 19 0 0 01 Aug 2024
Federated Learning as a Service for Hierarchical Edge Networks with Heterogeneous Models Wentao Gao Omid Tavallaie Shuaijun Chen Albert Zomaya FedML 28 3 0 30 Jul 2024
COALA: A Practical and Vision-Centric Federated Learning Platform Weiming Zhuang Jian Xu Chen Chen Jingtao Li Lingjuan Lyu VLM FedML 74 4 0 23 Jul 2024
Clip Body and Tail Separately: High Probability Guarantees for DPSGD with Heavy Tails Haichao Sha Yang Cao Yong Liu Yuncheng Wu Ruixuan Liu Hong Chen 41 2 0 27 May 2024
AdaFedFR: Federated Face Recognition with Adaptive Inter-Class Representation Learning Di Qiu Xinyang Lin Kaiye Wang Xiangxiang Chu Pengfei Yan FedML 21 0 0 22 May 2024
PAFedFV: Personalized and Asynchronous Federated Learning for Finger Vein Recognition Hengyu Mu Jian Guo Chong Han Lijuan Sun FedML 24 5 0 20 Apr 2024
Adaptive Hybrid Masking Strategy for Privacy-Preserving Face Recognition Against Model Inversion Attack Yinggui Wang Yuanqing Huang Jianshu Li Le Yang Kai Song Lei Wang AAML PICV 48 0 0 14 Mar 2024
Federated Learning Method for Preserving Privacy in Face Recognition System Enoch Solomon Abraham Woubie FedML 36 3 0 08 Mar 2024
PCDP-SGD: Improving the Convergence of Differentially Private SGD via Projection in Advance Haichao Sha Ruixuan Liu Yi-xiao Liu Hong Chen 52 1 0 06 Dec 2023
Federated Active Learning for Target Domain Generalisation Razvan Caramalau Binod Bhattarai Danail Stoyanov OOD FedML 24 1 0 04 Dec 2023
A Survey of Face Recognition Xinyi Wang Jianteng Peng Sufang Zhang Bihui Chen Yi Wang Yan-Hua Guo CVBM 21 0 0 26 Dec 2022
Learning to Generate Image Embeddings with User-level Differential Privacy Zheng Xu Maxwell D. Collins Yuxiao Wang Liviu Panait Sewoong Oh S. Augenstein Ting Liu Florian Schroff H. B. McMahan FedML 30 29 0 20 Nov 2022
Towards Privacy-Preserving, Real-Time and Lossless Feature Matching Qiang Meng Feng Zhou 18 2 0 30 Jul 2022
Accelerated Federated Learning with Decoupled Adaptive Optimization Jiayin Jin Jiaxiang Ren Yang Zhou Lingjuan Lyu Ji Liu Dejing Dou AI4CE FedML 19 51 0 14 Jul 2022
FaceMAE: Privacy-Preserving Face Recognition via Masked Autoencoders K. Wang Bo-Lu Zhao Xiangyu Peng Zheng Hua Zhu Jiankang Deng Xinchao Wang Hakan Bilen Yang You PICV 38 11 0 23 May 2022
FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition Chih-Ting Liu Chien-Yi Wang Shao-Yi Chien S. Lai FedML 19 36 0 23 Dec 2021
Secure Face Matching Using Fully Homomorphic Encryption Vishnu Naresh Boddeti PICV CVBM 65 108 0 01 May 2018