Privacy Protection on FinRED
99.1BERT Inference Attack RateRANTEXT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RANTEXTepsilon (ε)=2.02023.10 | 99.1 | 94.4 | 96.4 | |
| RANTEXTepsilon (ε)=6.02023.10 | 98.7 | 91.1 | 90.1 | |
| RANTEXTepsilon (ε)=10.02023.10 | 97.3 | 80.4 | 78.4 | |
| CUSTEXT+epsilon (ε)=2.02023.10 | 86.5 | 49 | 59.8 | |
| SANTEXT+epsilon (ε)=2.02023.10 | 83.1 | 63.1 | 61.9 | |
| CUSTEXT+epsilon (ε)=6.02023.10 | 78 | 30.1 | 43.1 | |
| SANTEXT+epsilon (ε)=6.02023.10 | 77.5 | 60.1 | 59.4 | |
| SANTEXT+epsilon (ε)=10.02023.10 | 76.7 | 59.7 | 58.9 | |
| CUSTEXT+epsilon (ε)=10.02023.10 | 67.8 | 9.3 | 25 |