Privacy-Preserving Record Linkage on iDash1M
0.4Runtime (PPRL) (hours)Appraisal
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AppraisalSchema setting=Schema-aware2026.05 | 0.4 | — | |
| Wei et al. MPC-based PPRLSchema setting=Schema-aware2026.05 | 71.1 | — | |
| He et al. MPC-based PPRLSchema setting=Schema-aware, Privacy parameter (epsilon)=1.62026.05 | 75.6 | — | |
| He et al. MPC-based PPRLSchema setting=Schema-aware, Privacy parameter (epsilon)=0.42026.05 | 323.6 | — | |
| He et al. MPC-based PPRLSchema setting=Schema-aware, Privacy parameter (epsilon)=0.12026.05 | 3,943.7 | — | |
| BF-based PPRLSchema setting=Schema-aware2026.05 | 16,666.7 | — |