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Prompt Injection Defense on AgentDyn

1ASRPromptArmor
-0.569.9720.531.03Apr 9, 2026

Evaluation results

MethodLinks
PromptArmorBackend LLM=GPT-4o, Attack Type=important message2026.0416
Attn.TrackerBackend LLM=GPT-4o, Attack Type=important message2026.041—
DataFilterBackend LLM=GPT-4o, Attack Type=important message2026.04325
SecAlign++Backend LLM=GPT-4o, Attack Type=important message2026.0447
PIGuardBackend LLM=GPT-4o, Attack Type=important message2026.044—
PISanitizerBackend LLM=GPT-4o, Attack Type=important message2026.04743
PromptGuardBackend LLM=GPT-4o, Attack Type=important message2026.0428—
DataSentinelBackend LLM=GPT-4o, Attack Type=important message2026.0439—
No DefenseBackend LLM=GPT-4o, Attack Type=important message2026.044056