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Evaluating Prompt Injection in AI Agents by nieyinan9 is a document available to read on EtoBox.

What is Evaluating Prompt Injection in AI Agents about?

AgentDojo is a dynamic evaluation framework designed to assess the robustness of AI agents against prompt injection attacks while executing tasks with untrusted data. It includes 97 realistic tasks and 629 security test cases, revealing that current large language models (LLMs) struggle with many tasks even without attacks, and existing defenses can reduce attack success rates significantly. The framework aims to encourage research on improving AI agent designs and defenses to enhance their reliability and

Author

nieyinan9

Language

EN