作者
Pooyan Safari, Behnam Shariati, Geronimo Bergk, Johannes Karl Fischer
发表日期
2021/9/13
研讨会论文
2021 European Conference on Optical Communication (ECOC)
页码范围
1-4
出版商
IEEE
简介
We propose a secure aggregation algorithm that allows proprietary-owned domains, hosting statistically different datasets, train and operate ML models in a Horizontally Federated Learning fashion. The obtained results show a compelling test accuracy of 98.60% for a QoT estimation use-case in multi-domain multi-vendor networks
学术搜索中的文章
P Safari, B Shariati, G Bergk, JK Fischer - 2021 European Conference on Optical Communication …, 2021