Input Perturbation Robustness on Input Perturbation Remove 5%
100FSR (5% Removal)KinGuard
Evaluation Results
| Method | Links | |
|---|---|---|
| KinGuardBackbone Model=LLaMA2, Fingerprinting Method=KinGuard2026.01 | 100 | |
| Chain&HashBackbone Model=Qwen2.5, Fingerprinting Method=Chain&Hash2026.01 | 100 | |
| KinGuardBackbone Model=Qwen2.5, Fingerprinting Method=KinGuard2026.01 | 100 | |
| KinGuardBackbone Model=LLaMA3, Fingerprinting Method=KinGuard2026.01 | 100 | |
| IF-SFTBackbone Model=LLaMA2, Fingerprinting Method=IF-SFT2026.01 | 95 | |
| IF-SFTBackbone Model=Qwen2.5, Fingerprinting Method=IF-SFT2026.01 | 95 | |
| IF-SFTBackbone Model=LLaMA3, Fingerprinting Method=IF-SFT2026.01 | 87.5 | |
| Chain&HashBackbone Model=LLaMA2, Fingerprinting Method=Chain&Hash2026.01 | 82 | |
| Chain&HashBackbone Model=LLaMA3, Fingerprinting Method=Chain&Hash2026.01 | 36 | |
| ProFlingoBackbone Model=LLaMA2, Fingerprinting Method=ProFlingo2026.01 | 26 |