Model Embedding Attack on Llama-2-7b chat-hf (test)
0Bit Error Rate (BER)X-MSB
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| X-MSBProtocol=General2025.10 | 0 | 99.3 | 0 | 0 | 0 | 0 | |
| X-LSBProtocol=General2025.10 | 0 | 99.3 | 0 | 0 | 0 | 0 | |
| MalmodelProtocol=General2025.10 | 0 | 99.3 | 0 | 0 | 0 | 0 | |
| MaleficNetProtocol=General2025.10 | 0 | 0.15 | 0 | 0 | 0 | 0 | |
| FREEZERProtocol=General2025.10 | 0 | 99.3 | 0 | 0 | 0 | 0 | |
| MEASERProtocol=General2025.10 | 0 | 99.8 | 0 | 0 | 0 | 0 | |
| MEASERProtocol=Q8_02025.10 | 0 | 99.9 | 0 | 0 | 0 | 0 | |
| MEASERProtocol=LoRA2025.10 | 0 | 98.2 | 0 | 0 | 0 | 0 | |
| X-MSBProtocol=Q8_02025.10 | 10 | 99.7 | 0 | 0 | 0 | 0 |