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Benchmarks
Security Robustness on MCP-Artifact
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40
ASR (w/o)
MCPShield
29.6
32.3
35
37.7
Feb 15, 2026
ASR (w/o)
ASR (Average)
ASR (Minimum)
ASR (Maximum)
Updated 1mo ago
Evaluation Results
Method
Method
Links
ASR (w/o)
ASR (Average)
ASR (Minimum)
ASR (Maximum)
MCPShield
Backbone=Deepseek V3.2
2026.02
40
100
100
100
MCPShield
Backbone=GPT4o-mini
2026.02
30
90
90
90
MCPShield
Backbone=Gemini3-Flash
2026.02
30
100
100
100
MCPShield
Backbone=Kimi-K2
2026.02
30
100
100
100
MCPShield
Backbone=Minimax-M2
2026.02
30
95
75
100
MCPShield
Backbone=Qwen3 235B
2026.02
30
100
100
100
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