Text Reconstruction Attack on CoLA
0.1Total Runtime (hours)DAGER
Evaluation Results
| Method | Links | |
|---|---|---|
| DAGERBackbone=BERT, Batch size=12024.05 | 0.1 | |
| DAGERBackbone=BERT, Batch size=22024.05 | 0.1 | |
| DAGERBackbone=GPT-2, Batch size=22024.05 | 1.1 | |
| DAGERBackbone=BERT, Batch size=42024.05 | 1.3 | |
| DAGERBackbone=GPT-2, Batch size=12024.05 | 1.5 | |
| DAGERBackbone=GPT-2, Batch size=42024.05 | 1.5 | |
| DAGERBackbone=GPT-2, Batch size=82024.05 | 2.8 | |
| DAGERBackbone=GPT-2, Batch size=642024.05 | 4.4 | |
| TAGBackbone=BERT, Batch size=12024.05 | 6.1 | |
| TAGBackbone=BERT, Batch size=22024.05 | 6.3 | |
| DAGERBackbone=LLaMA-2, Batch size=12024.05 | 7.7 | |
| DAGERBackbone=GPT-2, Batch size=162024.05 | 8 | |
| DAGERBackbone=GPT-2, Batch size=1282024.05 | 8.2 | |
| DAGERBackbone=LLaMA-2, Batch size=42024.05 | 8.2 | |
| DAGERBackbone=GPT-2, Batch size=322024.05 | 8.5 | |
| DAGERBackbone=LLaMA-2, Batch size=22024.05 | 8.6 | |
| TAGBackbone=GPT-2, Batch size=22024.05 | 9.1 | |
| TAGBackbone=GPT-2, Batch size=42024.05 | 9.2 | |
| TAGBackbone=BERT, Batch size=42024.05 | 9.2 | |
| TAGBackbone=GPT-2, Batch size=12024.05 | 9.4 | |
| TAGBackbone=GPT-2, Batch size=82024.05 | 9.5 | |
| DAGERBackbone=LLaMA-2, Batch size=82024.05 | 9.9 | |
| LAMPBackbone=BERT, Batch size=12024.05 | 11 | |
| TAGBackbone=BERT, Batch size=82024.05 | 11.6 | |
| DAGERBackbone=LLaMA-2, Batch size=162024.05 | 12.6 | |
| LAMPBackbone=GPT-2, Batch size=12024.05 | 15.9 | |
| DAGERBackbone=BERT, Batch size=82024.05 | 19.4 | |
| DAGERBackbone=LLaMA-2, Batch size=322024.05 | 21.2 | |
| LAMPBackbone=GPT-2, Batch size=22024.05 | 24.2 | |
| LAMPBackbone=BERT, Batch size=22024.05 | 26.4 | |
| LAMPBackbone=GPT-2, Batch size=42024.05 | 40.7 | |
| DAGERBackbone=LLaMA-2, Batch size=642024.05 | 41.2 | |
| LAMPBackbone=BERT, Batch size=42024.05 | 42.6 | |
| LAMPBackbone=GPT-2, Batch size=82024.05 | 68.3 | |
| LAMPBackbone=BERT, Batch size=82024.05 | 85.2 | |
| DAGERBackbone=LLaMA-2, Batch size=1282024.05 | 160 |