List your company
ResearchFormerly WizWand

Prompt Injection Defense on Multi-Agent System (MAS) Topologies Average of Chain, Tree, Star, Random

94.26AccuracySAIGuard
51.068862.281973.49584.7081Jun 10, 2026
Updated 4mo ago

Evaluation results

MethodLinks
SAIGuardBackbone=GPT-4o-mini2026.0694.263.36
SAIGuardBackbone=GPT-4o-mini2026.0687.958.49
G-SafeguardBackbone=GPT-4o-mini2026.0687.39.38
XG-GuardBackbone=GPT-4o-mini2026.0686.959.06
BlindGuardBackbone=GPT-4o-mini2026.0685.9912.5
TAMBackbone=GPT-4o-mini2026.0684.9416.66
PREMBackbone=GPT-4o-mini2026.0684.7117
No DefenseBackbone=GPT-4o-mini2026.0684.5819.26
DominantBackbone=GPT-4o-mini2026.0684.5717.87
XG-GuardBackbone=GPT-4o-mini2026.0678.4438.99
G-SafeguardBackbone=GPT-4o-mini2026.0677.7739.65
BlindGuardBackbone=GPT-4o-mini2026.0675.1539.77
TAMBackbone=GPT-4o-mini2026.0666.6543.04
PREMBackbone=GPT-4o-mini2026.0662.0846.81
DominantBackbone=GPT-4o-mini2026.0657.7348.77
No DefenseBackbone=GPT-4o-mini2026.0652.7351.16