PII Extraction (Email Addresses) on Enron (train)
12,186Unique PII CountPrivate Investigator + UniLeak
Evaluation Results
| Method | Links | |
|---|---|---|
| Private Investigator + UniLeakModel=Llama3-8B2026.02 | 12,186 | |
| Private InvestigatorModel=Llama3-8B2026.02 | 11,140 | |
| BOSModel=Llama3-8B2026.02 | 7,944 | |
| Private Investigator + UniLeakModel=Phi-2B2026.02 | 6,817 | |
| Private InvestigatorModel=Phi-2B2026.02 | 6,666 | |
| BOS + UniLeakModel=Phi-2B2026.02 | 6,542 | |
| Lukas et al. (2023)Model=Phi-2B2026.02 | 5,100 | |
| BOSModel=Phi-2B2026.02 | 4,841 | |
| BOS + UniLeakModel=Llama3-8B2026.02 | 4,472 | |
| BOS + UniLeakModel=GPT-Neo2026.02 | 2,442 | |
| BOSModel=GPT-Neo2026.02 | 2,428 | |
| Private InvestigatorModel=GPT-Neo2026.02 | 2,363 | |
| Private Investigator + UniLeakModel=GPT-Neo2026.02 | 2,152 | |
| Lukas et al. (2023)Model=GPT-Neo2026.02 | 1,392 |