zPROBE: Zero Peek Robustness Checks for Federated Learning

zPROBE: Zero Peek Robustness Checks for Federated Learning

24 June 2022

Mojan Javaheripi

Papers citing "zPROBE: Zero Peek Robustness Checks for Federated Learning"

11 / 11 papers shown

Title
Runtime Backdoor Detection for Federated Learning via Representational Dissimilarity Analysis X. Zhang Xiaoyong Xue Xiaoning Du Xiaofei Xie Y. Liu Meng Sun FedML AAML 60 0 0 06 Mar 2025
Zero-Knowledge Proof Frameworks: A Systematic Survey Nojan Sheybani Anees Ahmed Michel Kinsy F. Koushanfar 94 1 0 10 Feb 2025
Gotta Hash Ém All! Speeding Up Hash Functions for Zero-Knowledge Proof Applications Nojan Sheybani Tengkai Gong Anees Ahmed Nges Brian Njungle Michel Kinsy F. Koushanfar 90 3 0 30 Jan 2025
ByzSFL: Achieving Byzantine-Robust Secure Federated Learning with Zero-Knowledge Proofs Yongming Fan Rui Zhu Zihao Wang Chenghong Wang Haixu Tang Ye Dong Hyunghoon Cho Lucila Ohno-Machado 34 0 0 12 Jan 2025
AMAZE: Accelerated MiMC Hardware Architecture for Zero-Knowledge Applications on the Edge Anees Ahmed Nojan Sheybani Davi Moreno Nges Brian Njungle Tengkai Gong Michel Kinsy F. Koushanfar 19 4 0 10 Nov 2024
Privacy-Preserving Data Fusion for Traffic State Estimation: A Vertical Federated Learning Approach Qiqing Wang Kaidi Yang FedML 27 8 0 22 Jan 2024
SureFED: Robust Federated Learning via Uncertainty-Aware Inward and Outward Inspection Nasimeh Heydaribeni Ruisi Zhang T. Javidi Cristina Nita-Rotaru F. Koushanfar FedML 38 0 0 04 Aug 2023
AnoFel: Supporting Anonymity for Privacy-Preserving Federated Learning Ghada Almashaqbeh Zahra Ghodsi FedML 17 1 0 12 Jun 2023
Secure Byzantine-Robust Distributed Learning via Clustering R. K. Velicheti Derek Xia Oluwasanmi Koyejo FedML OOD 52 19 0 06 Oct 2021
The Future of Digital Health with Federated Learning Nicola Rieke Jonny Hancox Wenqi Li Fausto Milletari H. Roth ... Ronald M. Summers Andrew Trask Daguang Xu Maximilian Baust M. Jorge Cardoso OOD 174 1,698 0 18 Mar 2020
Analyzing Federated Learning through an Adversarial Lens A. Bhagoji Supriyo Chakraborty Prateek Mittal S. Calo FedML 177 1,031 0 29 Nov 2018