Federated Learning of User Verification Models Without Sharing
Embeddings

Federated Learning of User Verification Models Without Sharing Embeddings

18 April 2021

Sungrack Yun

Christos Louizos

Joseph B. Soriaga

Papers citing "Federated Learning of User Verification Models Without Sharing Embeddings"

10 / 10 papers shown

Title
FedHide: Federated Learning by Hiding in the Neighbors Hyunsin Park Sungrack Yun FedML 26 0 0 12 Sep 2024
CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication M. Wazzeh Mohamad Arafeh Hani Sami Hakima Ould-Slimane C. Talhi Azzam Mourad Hadi Otrok FedML 26 3 0 12 May 2024
IPFed: Identity protected federated learning for user authentication Yosuke Kaga Yusei Suzuki Kenta Takahashi FedML 20 1 0 07 May 2024
A Mutual Information Perspective on Federated Contrastive Learning Christos Louizos M. Reisser Denis Korzhenkov SSL FedML 32 2 0 03 May 2024
ProtoFL: Unsupervised Federated Learning via Prototypical Distillation H. Kim Youngjun Kwak Mi-Young Jung Jinho Shin Youngsung Kim Changick Kim FedML 32 9 0 23 Jul 2023
Project Florida: Federated Learning Made Easy Daniel Madrigal Diaz Andre Manoel Jia-Lve Chen Nalin Singal Robert Sim 24 4 0 21 Jul 2023
FedBug: A Bottom-Up Gradual Unfreezing Framework for Federated Learning Chia-Hsiang Kao Yu-Chiang Frank Wang FedML 24 1 0 19 Jul 2023
Making Batch Normalization Great in Federated Deep Learning Shitian Zhao Hong-You Chen Wei-Lun Chao FedML 21 9 0 12 Mar 2023
Towards Zero-trust Security for the Metaverse Ruizhi Cheng Songqing Chen Bo Han 21 28 0 17 Feb 2023
FedABC: Targeting Fair Competition in Personalized Federated Learning Dui Wang Li Shen Yong Luo Han Hu Kehua Su Yonggang Wen Dacheng Tao FedML 21 9 0 15 Feb 2023