ResilientFL

Publications

2021

Shuo Liu, Nirupam Gupta, Nitin H. Vaidya
Redundancy in cost functions for Byzantine fault-tolerant federated learning. ResilientFL (2021)
Harikrishna Kuttivelil, Katia Obraczka
Community-Structured Decentralized Learning for Resilient EI. ResilientFL (2021)
Fan Lai, Yinwei Dai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury
FedScale: Benchmarking Model and System Performance of Federated Learning. ResilientFL (2021)
Kunlong Liu, Richa Wadaskar, Trinabh Gupta
Towards an Efficient System for Differentially-private, Cross-device Federated Learning. ResilientFL (2021)
Aghiles Ait Messaoud, Sonia Ben Mokhtar, Vlad Nitu, Valerio Schiavoni
GradSec: a TEE-based Scheme Against Federated Learning Inference Attacks. ResilientFL (2021)
Pau-Chen Cheng, Kevin Eykholt, Zhongshu Gu, Hani Jamjoom, K. R. Jayaram, Enriquillo Valdez, Ashish Verma
Separation of Powers in Federated Learning (Poster Paper). ResilientFL (2021)