Security Robustness on Rug Pull Attack
0ASR (w/o)MCPShield
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MCPShieldBackbone=GPT4o-mini2026.02 | 0 | 91.25 | 87.5 | 93.75 | |
| MCPShieldBackbone=Gemini3-Flash2026.02 | 0 | 95.48 | 92.86 | 100 | |
| MCPShieldBackbone=Kimi-K22026.02 | 0 | 78.54 | 68.75 | 87.5 | |
| MCPShieldBackbone=Deepseek V3.22026.02 | 0 | 97.5 | 93.75 | 100 | |
| MCPShieldBackbone=Minimax-M22026.02 | 0 | 83.74 | 80 | 92.86 | |
| MCPShieldBackbone=Qwen3 235B2026.02 | 0 | 92.19 | 0.875 | 93.75 |