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
- ZeroLeaks runs automated scans that catch prompt leaks before hackers find them, giving you time to patch vulnerabilities in your AI systems
- The platform simulates real-world attacks where users try to trick your AI into revealing its internal instructions through clever questioning techniques
- It monitors how your AI agents handle external data sources like web browsing and API calls, which are common entry points for prompt extraction attempts
- ZeroLeaks tests your existing prompt defenses by throwing different injection methods at them, showing you exactly where they break down
- The tool gives you detailed reports on which prompts leak sensitive information, so you can rewrite them to be more secure before going live
