Action Prediction Attack on AITZ
100Privacy Attack TMRAddSent
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| AddSentModel=Qwen2-VL-2B2025.05 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | |
| AgentGhostModel=Qwen2-VL-2B2025.05 | 100 | 100 | 99.4 | 99.4 | 100 | 100 | 99.8 | 99.8 | |
| AddSentModel=OS-Atlas-Base-7B2025.05 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | |
| AgentGhostModel=OS-Atlas-Base-7B2025.05 | 100 | 100 | 98.7 | 98.7 | 100 | 100 | 99.7 | 99.7 | |
| AddSentVictim Model=Qwen2-VL-7B2025.05 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | |
| AgentGhostVictim Model=Qwen2-VL-7B2025.05 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | |
| SynAttackModel=OS-Atlas-Base-7B2025.05 | 98 | 87.2 | 98 | 78.7 | 100 | 100 | 98.6 | 88.7 | |
| SynAttackModel=Qwen2-VL-2B2025.05 | 97.9 | 93.6 | 97.9 | 78.7 | 100 | 100 | 98.6 | 90.8 | |
| SynAttackVictim Model=Qwen2-VL-7B2025.05 | 97.9 | 85.1 | 97.9 | 80.9 | 100 | 100 | 98.6 | 88.7 | |
| ICLAttackModel=Qwen2-VL-2B2025.05 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| ICLAttackModel=OS-Atlas-Base-7B2025.05 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| ICLAttackVictim Model=Qwen2-VL-7B2025.05 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |