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

Описание и применение

AgentSec – открытый фреймворк для тестирования AI‑агентов на уязвимости, такие как инъекции запросов, злоупотребление инструментами, утечки секретов и атаки MCP.

Задача

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

Результат

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

Рабочий процесс

• 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

Доказательства

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

Источник