Prompt Injection Defense on AgentDyn
1ASRPromptArmor
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PromptArmorBackend LLM=GPT-4o, Attack Type=important message2026.04 | 1 | 6 | |
| Attn.TrackerBackend LLM=GPT-4o, Attack Type=important message2026.04 | 1 | — | |
| DataFilterBackend LLM=GPT-4o, Attack Type=important message2026.04 | 3 | 25 | |
| SecAlign++Backend LLM=GPT-4o, Attack Type=important message2026.04 | 4 | 7 | |
| PIGuardBackend LLM=GPT-4o, Attack Type=important message2026.04 | 4 | — | |
| PISanitizerBackend LLM=GPT-4o, Attack Type=important message2026.04 | 7 | 43 | |
| PromptGuardBackend LLM=GPT-4o, Attack Type=important message2026.04 | 28 | — | |
| DataSentinelBackend LLM=GPT-4o, Attack Type=important message2026.04 | 39 | — | |
| No DefenseBackend LLM=GPT-4o, Attack Type=important message2026.04 | 40 | 56 |