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Published at December 6

A Differentially Private Kaplan-Meier Estimator for Privacy-Preserving Survival Analysis

cs.CR

cs.LG

Released Date: December 6, 2024

Authors: Narasimha Raghavan Veeraragavan¹, Sai Praneeth Karimireddy², Jan Franz Nygård

Aff.: ¹Cancer Registry of Norway, Norwegian Institute of Public Health, Oslo, Norway; ²Department of Computer Science, University of Southern California, Los Angeles, USA

Arxiv: http://arxiv.org/pdf/2412.05164v1

$\epsilon$	$\alpha$	Mean RMSE	CI Lower	CI Upper
1	0.05	0.4257	0.2289	0.5990
1	0.10	0.3825	0.1701	0.5990
1	0.20	0.3074	0.0997	0.5990
8	0.50	0.0391	0.0075	0.1601