notesum.ai
Published at December 5Multi-Layer Privacy-Preserving Record Linkage with Clerical Review based on gradual information disclosure
cs.CR
cs.DB
cs.LG
Released Date: December 5, 2024
Authors: Florens Rohde1, Victor Christen1, Martin Franke1, Erhard Rahm1
Aff.: 1Leipzig University & ScaDS.AI Dresden/Leipzig, Leipzig, Germany

| ID | First | Last | Birth Date | City | |
| Plain111Please note that the full plaintext records are only known to their respective data owners and are displayed here in subsequent rows for better comparability by the reader. | A1 | PAULA | SMITH | 1976/09/07 | RALEIGH |
| B2 | PAUL | SMITH | 1974/06/07 | RALEIGH | |
| A3 | PETER | COHEN | 1976/09/07 | LELAND | |
| B3 | PETER | COHEN | 1976/09/07 | RALEIGH | |
| Rec.-level | A1 | 0.82 | |||
| A3 | 0.82 | ||||
| B3 | |||||
| Attr.-level | A1 | 0.8 | 1.0 (freq.) | 0.7 | 1.0 |
| B2 | |||||
| A3 | 1.0 | 1.0 (rare) | 1.0 | 0.2 | |
| B3 | |||||
| Masked | A1 | ****A | ✓(freq.) | ***$/*@/** | ✓ |
| B2 | **** | ***%/*$/** | |||
| A3 | ✓ | ✓(rare) | ✓ | ✗ | |
| B3 | |||||