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ORCIDResilientFL@SOSP 2021: Virtual Event, Germany
- 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, ISBN 978-1-4503-8708-8
- Fan Lai, Yinwei Dai, Xiangfeng Zhu, Harsha V. Madhyastha, Mosharaf Chowdhury:
FedScale: Benchmarking Model and System Performance of Federated Learning. 1-3 - Shuo Liu, Nirupam Gupta, Nitin H. Vaidya:
Redundancy in cost functions for Byzantine fault-tolerant federated learning. 4-6 - Kunlong Liu, Richa Wadaskar, Trinabh Gupta:
Towards an Efficient System for Differentially-private, Cross-device Federated Learning. 7-9 - Aghiles Ait Messaoud, Sonia Ben Mokhtar, Vlad Nitu, Valerio Schiavoni
:
GradSec: a TEE-based Scheme Against Federated Learning Inference Attacks. 10-12 - Harikrishna Kuttivelil, Katia Obraczka:
Community-Structured Decentralized Learning for Resilient EI. 13-15 - Pau-Chen Cheng, Kevin Eykholt, Zhongshu Gu, Hani Jamjoom, K. R. Jayaram, Enriquillo Valdez, Ashish Verma:
Separation of Powers in Federated Learning (Poster Paper). 16-18
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