This task can be performed using ZeroLeaks
Red-team your AI agents for prompt injection
Best product for this task
ZeroLeaks automatically security-tests AI agents and prompts. It simulates real prompt injection attacks, detects system prompt leakage, and analyzes how agents behave when interacting with tools or external content. As agents gain the ability to browse, call APIs, and execute workflows, traditional prompt defenses are no longer enough. ZeroLeaks helps developers identify vulnerabilities before they reach production by running adversarial scans against their AI systems.
What to expect from an ideal product
- Run automated security scans that mimic real-world prompt injection attacks against your AI agent before going live
- Check if your system prompts are leaking sensitive information when attackers try to extract them through clever questioning
- Test how your agent handles malicious inputs when it's connected to external tools, APIs, or browsing capabilities
- Get detailed reports showing exactly where your agent breaks down and what information gets exposed during attacks
- Catch security holes early in development instead of discovering them after users start exploiting your deployed agent
