A developer has outlined five manual tests to identify prompt injection vulnerabilities in AI chatbots, focusing on direct and indirect injection methods. These tests include checking for system prompt extraction, direct command overrides, hidden instructions within external content, knowledge file leaks, and tool misuse. The developer also provides a free, MIT-licensed starter kit for automated testing using Promptfoo, mapped to the OWASP LLM Top 10, and a general AI tools safety checklist. AI
IMPACT Provides practical methods for developers to secure their AI chatbots against prompt injection attacks.
RANK_REASON Article provides a guide and tools for testing AI chatbot security.
- ai-chatbot-redteam-starter
- ai-safety-desk
- generative pre-trained transformer
- kaito3636
- MIT
- OWASP
- Promptfoo
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