Prompt Injection Defense on WASP
0Attack Success Rate (ASR)Attn.Tracker
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Attn.TrackerEvaluation Protocol=Static, Judge LLM=GPT-4o2026.04 | 0 | — | |
| PIGuardEvaluation Protocol=Static, Judge LLM=GPT-4o2026.04 | 0 | — | |
| AgentWatcherAttribution LLM=Llama-3.1-8B-Instruct, Monitor LLM=Qwen-3-4B-Instruct-25072026.04 | 2 | 99 | |
| PromptGuardEvaluation Protocol=Static, Judge LLM=GPT-4o2026.04 | 2 | — | |
| GPT-OSS-SafeguardModel Version=20B2026.04 | 4 | 99 | |
| SecAlign++Evaluation Protocol=Static, Judge LLM=GPT-4o2026.04 | 6 | 56 | |
| PromptArmor2026.04 | 8 | 99 | |
| DataSentinel2026.04 | 10 | 42 | |
| PIGuard2026.04 | 13 | 8 | |
| DataSentinelEvaluation Protocol=Static, Judge LLM=GPT-4o2026.04 | 25 | — | |
| PromptGuard2026.04 | 26 | 99 | |
| DataFilterEvaluation Protocol=Static, Judge LLM=GPT-4o2026.04 | 27 | 6 | |
| No Defense2026.04 | 31 | 99 | |
| No DefenseEvaluation Protocol=Static, Judge LLM=GPT-4o2026.04 | 37 | 62 | |
| PromptArmorEvaluation Protocol=Static, Judge LLM=GPT-4o2026.04 | 37 | 62 | |
| PISanitizerEvaluation Protocol=Static, Judge LLM=GPT-4o2026.04 | 38 | 61 |