Spoofing attack traceability on RTP-LX (test)
87.04AUCDualGuard
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DualGuardBackbone=OPT-1.3B2025.12 | 87.04 | 51 | 65 | 86 | |
| DualGuardBackbone=Llama3.1-8B-Instruct2025.12 | 84.97 | 38 | 55.5 | 86 | |
| SIRBackbone=Llama3.1-8B-Instruct2025.12 | 72.25 | 13.13 | 30.3 | 67.76 | |
| SIRBackbone=OPT-1.3B2025.12 | 63.27 | 10.5 | 18 | 67.76 | |
| EWDBackbone=Llama3.1-8B-Instruct2025.12 | 60.8 | 6.5 | 13.5 | 56.84 | |
| SWEETBackbone=Llama3.1-8B-Instruct2025.12 | 58.74 | 10 | 16 | 54.19 | |
| KGWBackbone=Llama3.1-8B-Instruct2025.12 | 58.48 | 6 | 15 | 54.52 | |
| XSIRBackbone=Llama3.1-8B-Instruct2025.12 | 58.2 | 8.33 | 16.67 | 54.68 | |
| SynthIDBackbone=Llama3.1-8B-Instruct2025.12 | 56.41 | 8 | 21 | 51.71 | |
| AARBackbone=OPT-1.3B2025.12 | 53.33 | 8 | 11.5 | 47.99 | |
| EWDBackbone=OPT-1.3B2025.12 | 52.89 | 3 | 8 | 56.84 | |
| DIPmarkBackbone=OPT-1.3B2025.12 | 51.85 | 6.5 | 9.5 | 49.8 | |
| XSIRBackbone=OPT-1.3B2025.12 | 51.16 | 7.5 | 14.5 | 54.68 | |
| KGWBackbone=OPT-1.3B2025.12 | 50.57 | 2 | 4.5 | 54.52 | |
| UnbiasedBackbone=OPT-1.3B2025.12 | 49.97 | 5.12 | 10.24 | 49.07 | |
| SWEETBackbone=OPT-1.3B2025.12 | 49.65 | 4 | 7 | 54.19 | |
| UnbiasedBackbone=Llama3.1-8B-Instruct2025.12 | 48.17 | 5.09 | 10.18 | 49.07 | |
| DIPmarkBackbone=Llama3.1-8B-Instruct2025.12 | 47.75 | 4.15 | 6.22 | 49.8 | |
| SynthIDBackbone=OPT-1.3B2025.12 | 47.01 | 4.5 | 5.5 | 51.71 | |
| AARBackbone=Llama3.1-8B-Instruct2025.12 | 42.65 | 7.5 | 10.5 | 47.99 |