GPU Type Identification on Inference System Fingerprinting
100AccuracyFingerprinting Attack
Evaluation results
| Method | Links | |
|---|---|---|
| Fingerprinting AttackTarget Model=Llama-3.2, Temperature (T)=02026.05 | 100 | |
| Fingerprinting AttackTarget Model=Qwen2.5-7B, Temperature (T)=02026.05 | 100 | |
| Fingerprinting AttackTarget Model=Qwen3-4B, Temperature (T)=02026.05 | 100 | |
| Fingerprinting AttackTarget Model=Qwen2.5-7B, Temperature (T)=0.32026.05 | 98 | |
| Fingerprinting AttackTarget Model=Qwen2.5-7B, Temperature (T)=0.62026.05 | 77 | |
| Fingerprinting AttackTarget Model=Llama-3.2, Temperature (T)=0.32026.05 | 70 | |
| Fingerprinting AttackTarget Model=Qwen2.5-7B, Temperature (T)=0.92026.05 | 70 | |
| Fingerprinting AttackTarget Model=Qwen3-4B, Temperature (T)=0.32026.05 | 65 | |
| Fingerprinting AttackTarget Model=Qwen3-4B, Temperature (T)=0.92026.05 | 57 | |
| Fingerprinting AttackTarget Model=Llama-3.2, Temperature (T)=0.62026.05 | 50 | |
| Fingerprinting AttackTarget Model=Qwen3-4B, Temperature (T)=0.62026.05 | 49 | |
| Fingerprinting AttackTarget Model=Llama-3.2, Temperature (T)=0.92026.05 | 47 |