110 citations · 119 across the 7 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.CR2022
Privacy of federated QR decomposition using additive secure multiparty computation
Anne Hartebrodt, Richard Röttger
Federated learning (FL) is a privacy-aware data mining strategy keeping the private data on the owners' machine and thereby confidential. The clients compute local models and send…
cs.LG2022★ 2 cited
Federated singular value decomposition for high dimensional data
Anne Hartebrodt, Richard Röttger, David B. Blumenthal
Federated learning (FL) is emerging as a privacy-aware alternative to classical cloud-based machine learning. In FL, the sensitive data remains in data silos and only aggregated pa…