Text Reconstruction Attack on SST-2
0.1Total Runtime (hours)DAGER
Evaluation Results
| Method | Links | |
|---|---|---|
| DAGERBackbone=BERT, Batch size=12024.05 | 0.1 | |
| DAGERBackbone=BERT, Batch size=22024.05 | 0.7 | |
| DAGERBackbone=GPT-2, Batch size=12024.05 | 1.1 | |
| DAGERBackbone=GPT-2, Batch size=22024.05 | 1.4 | |
| DAGERBackbone=GPT-2, Batch size=42024.05 | 1.7 | |
| DAGERBackbone=GPT-2, Batch size=82024.05 | 3.6 | |
| TAGBackbone=BERT, Batch size=22024.05 | 6.5 | |
| DAGERBackbone=GPT-2, Batch size=1282024.05 | 7.1 | |
| DAGERBackbone=LLaMA-2, Batch size=22024.05 | 7.7 | |
| DAGERBackbone=LLaMA-2, Batch size=12024.05 | 7.8 | |
| TAGBackbone=BERT, Batch size=42024.05 | 7.9 | |
| DAGERBackbone=GPT-2, Batch size=642024.05 | 8.3 | |
| DAGERBackbone=GPT-2, Batch size=162024.05 | 8.8 | |
| TAGBackbone=GPT-2, Batch size=42024.05 | 9.1 | |
| TAGBackbone=BERT, Batch size=12024.05 | 9.1 | |
| TAGBackbone=GPT-2, Batch size=12024.05 | 9.5 | |
| TAGBackbone=GPT-2, Batch size=22024.05 | 9.7 | |
| TAGBackbone=GPT-2, Batch size=82024.05 | 9.7 | |
| DAGERBackbone=LLaMA-2, Batch size=42024.05 | 10 | |
| TAGBackbone=BERT, Batch size=82024.05 | 11.8 | |
| DAGERBackbone=BERT, Batch size=42024.05 | 11.8 | |
| DAGERBackbone=LLaMA-2, Batch size=82024.05 | 12.5 | |
| DAGERBackbone=GPT-2, Batch size=322024.05 | 13.7 | |
| LAMPBackbone=GPT-2, Batch size=12024.05 | 16.3 | |
| LAMPBackbone=BERT, Batch size=12024.05 | 17.1 | |
| DAGERBackbone=LLaMA-2, Batch size=162024.05 | 18.1 | |
| LAMPBackbone=GPT-2, Batch size=22024.05 | 24.2 | |
| LAMPBackbone=BERT, Batch size=22024.05 | 25.8 | |
| LAMPBackbone=GPT-2, Batch size=42024.05 | 39 | |
| LAMPBackbone=BERT, Batch size=42024.05 | 43.8 | |
| DAGERBackbone=LLaMA-2, Batch size=322024.05 | 45.8 | |
| DAGERBackbone=BERT, Batch size=82024.05 | 59.1 | |
| LAMPBackbone=GPT-2, Batch size=82024.05 | 66.5 | |
| DAGERBackbone=LLaMA-2, Batch size=642024.05 | 74.3 | |
| LAMPBackbone=BERT, Batch size=82024.05 | 82.8 | |
| DAGERBackbone=LLaMA-2, Batch size=1282024.05 | 257.7 |