Author

Tanping Zhou

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#federated learning Sep 2026

PNFR: practicality-enhanced and non-interactive privacy-preserving federated regressions

PNFR is designed, a privacy-preserving federated learning scheme for regressions training built on the MPaillier algorithm, which is three times faster than interactive federated regressions PrivFL and about 80% faster than non-interactive federated regressions VANE.

Hui-Yu Xie, Tanping Zhou, Shuo Chen et al. · Computer/law journal · 0 citations