I Built an Open-Source Tool to Catch AI Agents Going Rogue

说明与用途

AgentSec 是一个开源框架，用于测试 AI 代理的提示注入、工具滥用、秘密泄露、MCP 攻击等问题。

问题

AI agents can exhibit prompt injection, tool misuse, secret leaks, and MCP attacks, yet there is no systematic testing framework for these risks.

结果

AgentSec provides developers with a systematic way to detect and mitigate rogue behaviors in AI agents, improving security and reliability.

工作流

• Define test scenarios for prompt injection, tool misuse, secret leaks, MCP attacks
• Implement test harness in AgentSec
• Run AI agent through test harness
• Collect and analyze results
• Iterate on agent design based on findings

证据

I built AgentSec: an open-source framework that tests prompt injection, tool misuse, secret leaks, MCP attacks & more.

来源