Fine-tuning Robustness on ShareGPT
9,800FSRKinGuard
Evaluation results
| Method | Links | |
|---|---|---|
| KinGuardBackbone Model=LLaMA2, Fingerprinting Method=KinGuard2026.01 | 9,800 | |
| KinGuardBackbone Model=Qwen2.5, Fingerprinting Method=KinGuard2026.01 | 9,800 | |
| IF-SFTBackbone Model=Qwen2.5, Fingerprinting Method=IF-SFT2026.01 | 8,750 | |
| KinGuardBackbone Model=LLaMA3, Fingerprinting Method=KinGuard2026.01 | 8,000 | |
| ProFlingoBackbone Model=LLaMA2, Fingerprinting Method=ProFlingo2026.01 | 7,400 | |
| Chain&HashBackbone Model=Qwen2.5, Fingerprinting Method=Chain&Hash2026.01 | 1,000 | |
| IF-SFTBackbone Model=LLaMA2, Fingerprinting Method=IF-SFT2026.01 | 0 | |
| Chain&HashBackbone Model=LLaMA2, Fingerprinting Method=Chain&Hash2026.01 | 0 | |
| IF-SFTBackbone Model=LLaMA3, Fingerprinting Method=IF-SFT2026.01 | 0 | |
| Chain&HashBackbone Model=LLaMA3, Fingerprinting Method=Chain&Hash2026.01 | 0 |