Yukiko Mori
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
Crypto×1Stats Apps×1Stats Method.×1
Frequent co-authors
Research Timeline
2026
Benchmarking the Utility of Privacy-Preserving Cox Regression Under Data-Driven Clipping Bounds: A Multi-Dataset Simulation Study
The study systematically evaluated the utility loss of Cox regression under differential privacy (DP) using multiple datasets, finding that significant utility degradation occurs at standard DP levels ($ ext{e.g.}, ext{LSR} ext{ of } 90 ext{-}94 ext{\%}$), requiring high $ ext{e}$ values ($ ext{e.g.}, ext{e} ext{ of } 30 ext{-}60$) for practical significance preservation.
Highlighted terms show continued research focus across papers