Targeted Data Extraction (TDE) Attack on URLs PII
168PII Leak CountGPT-J 6B (Pre Edit)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GPT-J 6B (Pre Edit)Attacks=2002025.06 | 168 | 2,333 | 7.2 | |
| GPT-J 6B (Pre Edit)Attacks=1002025.06 | 148 | 2,327 | 6.4 | |
| GPT-J 6B (Pre Edit)Attacks=502025.06 | 112 | 2,288 | 4.9 | |
| MEMITAttacks=502025.06 | 9 | — | — | |
| GPT-J 6B (Pre Edit)Attacks=zero shot c2025.06 | 5 | 1,885 | 0.3 | |
| GPT-J 6B (Pre Edit)Attacks=zero shot d2025.06 | 5 | 478 | 1 | |
| MEMITAttacks=1002025.06 | 5 | — | — | |
| MEMITAttacks=2002025.06 | 4 | — | — | |
| GPT-J 6B (Pre Edit)Attacks=zero shot a2025.06 | 2 | 3,346 | 0.1 | |
| MEMITAttacks=zero shot b2025.06 | 2 | — | — | |
| GPT-J 6B (Pre Edit)Attacks=zero shot b2025.06 | 1 | 2,938 | 0 | |
| PMEAttacks=502025.06 | 1 | — | — | |
| PMEAttacks=1002025.06 | 1 | — | — | |
| PMEAttacks=2002025.06 | 1 | — | — | |
| MEMITAttacks=zero shot a2025.06 | 1 | — | — | |
| PMEAttacks=zero shot a2025.06 | 0 | — | — | |
| PMEAttacks=zero shot b2025.06 | 0 | — | — | |
| PMEAttacks=zero shot c2025.06 | 0 | — | — | |
| PMEAttacks=zero shot d2025.06 | 0 | — | — | |
| MEMITAttacks=zero shot c2025.06 | 0 | — | — | |
| MEMITAttacks=zero shot d2025.06 | 0 | — | — |