Attention Backend 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 | 99 | |
| Fingerprinting AttackTarget Model=Qwen2.5-7B, Temperature (T)=0.62026.05 | 86 | |
| Fingerprinting AttackTarget Model=Qwen3-4B, Temperature (T)=0.32026.05 | 70 | |
| Fingerprinting AttackTarget Model=Qwen2.5-7B, Temperature (T)=0.92026.05 | 60 | |
| Fingerprinting AttackTarget Model=Qwen3-4B, Temperature (T)=0.62026.05 | 49 | |
| Fingerprinting AttackTarget Model=Llama-3.2, Temperature (T)=0.32026.05 | 45 | |
| Fingerprinting AttackTarget Model=Qwen3-4B, Temperature (T)=0.92026.05 | 45 | |
| Fingerprinting AttackTarget Model=Llama-3.2, Temperature (T)=0.62026.05 | 37 | |
| Fingerprinting AttackTarget Model=Llama-3.2, Temperature (T)=0.92026.05 | 33 |