ResilientFL '21: Proceedings of the First Workshop on Systems Challenges in Reliable and Secure Federated Learning, Virtual Event / Koblenz, Germany, 25 October 2021 - researchr publication

researchr

You are not signed in
Sign in
Sign up

ResilientFL '21: Proceedings of the First Workshop on Systems Challenges in Reliable and Secure Federated Learning, Virtual Event / Koblenz, Germany, 25 October 2021. ACM, 2021. [doi]

Conference: sosp2021

Abstract is missing.

FedScale: Benchmarking Model and System Performance of Federated LearningFan Lai, Yinwei Dai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury. 1-3 [doi]

Redundancy in cost functions for Byzantine fault-tolerant federated learningShuo Liu 0011, Nirupam Gupta, Nitin H. Vaidya. 4-6 [doi]

Towards an Efficient System for Differentially-private, Cross-device Federated LearningKunlong Liu, Richa Wadaskar, Trinabh Gupta. 7-9 [doi]

GradSec: a TEE-based Scheme Against Federated Learning Inference AttacksAghiles Ait Messaoud, Sonia Ben Mokhtar, Vlad Nitu, Valerio Schiavoni. 10-12 [doi]

Community-Structured Decentralized Learning for Resilient EIHarikrishna Kuttivelil, Katia Obraczka. 13-15 [doi]

Separation of Powers in Federated Learning (Poster Paper)Pau-Chen Cheng, Kevin Eykholt, Zhongshu Gu, Hani Jamjoom, K. R. Jayaram, Enriquillo Valdez, Ashish Verma. 16-18 [doi]

runs on WebDSL