Advent Prompt Pwn vs HouYi
| Advent Prompt Pwn | HouYi | |
|---|---|---|
| Free trial | No | |
| Platforms | api, Linux, macOS, Windows | self-hosted |
| Attack categories | direct prompt injection; instruction override; delimiter; encoding; role confusion; indirect document; indirect fixture; multi-turn; mutation; RAG poisoning; synthetic tool use | prompt injection |
| Target systems | language models; AI applications; OpenAI; Azure OpenAI; Anthropic; Gemini; OpenAI-compatible APIs; Ollama; HTTP JSON applications; Python callbacks; in-memory applications | LLM-integrated applications |
| Automation level | automated | automated |
| Custom tests | Yes | Yes |
| Deployment | self_hosted | self_hosted |
| Continuous monitoring | No | No |
| Report exports | JSON; JSONL; Markdown; HTML; JUnit; SARIF |
Listed together in Best AI Red Teaming Tools