PII Extraction (Phone Numbers) on Enron (train)
4,766Count of Unique Extracted PIIPrivate Investigator + UniLeak
Evaluation Results
| Method | Links | |
|---|---|---|
| Private Investigator + UniLeakModel=Llama3-8B2026.02 | 4,766 | |
| Private InvestigatorModel=Llama3-8B2026.02 | 4,078 | |
| Private Investigator + UniLeakModel=Phi-2B2026.02 | 3,953 | |
| BOS + UniLeakModel=Phi-2B2026.02 | 3,506 | |
| BOSModel=Llama3-8B2026.02 | 3,330 | |
| Private InvestigatorModel=Phi-2B2026.02 | 2,849 | |
| Lukas et al. (2023)Model=Phi-2B2026.02 | 2,329 | |
| BOSModel=Phi-2B2026.02 | 2,299 | |
| BOS + UniLeakModel=GPT-Neo2026.02 | 2,045 | |
| Private InvestigatorModel=GPT-Neo2026.02 | 2,040 | |
| Private Investigator + UniLeakModel=GPT-Neo2026.02 | 2,014 | |
| BOSModel=GPT-Neo2026.02 | 1,957 | |
| Lukas et al. (2023)Model=GPT-Neo2026.02 | 1,775 | |
| BOS + UniLeakModel=Llama3-8B2026.02 | 1,709 |