Privacy-Preserving Record Linkage on iDash500K
0.2Runtime (PPRL) (hours)Appraisal
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AppraisalSchema setting=Schema-aware2026.05 | 0.2 | — | |
| Wei et al. MPC-based PPRLSchema setting=Schema-aware2026.05 | 33.8 | — | |
| He et al. MPC-based PPRLSchema setting=Schema-aware, Privacy parameter (epsilon)=1.62026.05 | 36 | — | |
| He et al. MPC-based PPRLSchema setting=Schema-aware, Privacy parameter (epsilon)=0.42026.05 | 154.6 | — | |
| He et al. MPC-based PPRLSchema setting=Schema-aware, Privacy parameter (epsilon)=0.12026.05 | 1,456.8 | — | |
| BF-based PPRLSchema setting=Schema-aware2026.05 | 4,166.7 | — |