HELIOS-PPZK

HELIOS-PPZK Publication-Ready Results - Reproducibility Script==============================================================This script reproduces all quantitative results reported in: S. Nagaraj and V. Vijayarajan, "HELIOS-PPZK: A Holistic Privacy-Preserving Zero-Knowledge Analytics Framework for Telemedicine with Multi-Tenant Cloud Support," Scientific Reports (under revision). All experiments use a single fixed master seed (MASTER_SEED = 42) and aself-contained synthetic data generator, so the tables are reproducible onany machine with the dependencies listed in requirements.txt. NOTE ON SYNTHETIC DATA: No real patient records are used. The dataset isgenerated from statistical distributions (Section 1). This is a statedlimitation of the study (manuscript Sections 7.9 and 8.4); the reportedk-anonymity / l-diversity / utility figures are best-case values that realelectronic health records may not attain