Security testing for AI agents
Protect your AI system prompts from extraction and injection attacks. ZeroLeaks uses advanced red-teaming techniques to identify vulnerabilities before malicious actors do.
For early-stage AI startup founders, ZeroLeaks enables proactive identification of prompt injection vulnerabilities in their core LLM application. This prevents sensitive data leakage and ensures the integrity of their AI's responses before public launch, safeguarding user trust and intellectual property.
For software developers building AI agents, ZeroLeaks allows for systematic testing of system prompt extraction and tool hijacking risks. Developers can run automated scans to pinpoint weaknesses in their agent's configuration, ensuring it operates securely and as intended, for example, preventing an agent from revealing its internal instructions.
For enterprise AI security managers, ZeroLeaks provides a robust platform to assess the security posture of deployed AI systems handling sensitive information. It helps identify potential prompt leakage scenarios, ensuring compliance with data protection regulations and preventing unauthorized access to confidential company data through AI interfaces.
For AI researchers, ZeroLeaks offers a method to evaluate the resilience of new AI models against adversarial attacks like prompt injection. Researchers can use its multi-agent TAP scanning pipeline to generate diverse attack probes, obtaining detailed reports on model vulnerabilities and guiding further model hardening efforts.
ZeroLeaks offers an open-source version that is free to self-host and use. They also provide a hosted version with a free tier that includes a limited number of scans per month.
The open-source version of ZeroLeaks is free. The hosted version has a free tier, with paid plans starting from $0/month for unlimited scans and additional features like interactive dashboards and PDF exports.
You can install ZeroLeaks using a package manager like Bun or npm with the command `bun add zeroleaks` or `npm install zeroleaks`. You will also need to set your OpenRouter API key as an environment variable.
ZeroLeaks is primarily a TypeScript-based tool that can be run in a Node.js environment. It is designed to be self-hosted or used via its web-based platform, with no specific mention of dedicated mobile or desktop applications.
ZeroLeaks is designed to test the security of AI systems against prompt injection and extraction vulnerabilities. Information regarding its specific GDPR compliance is not readily available in the provided search results.
ZeroLeaks utilizes a multi-agent architecture and techniques like Tree of Attacks (TAP) to systematically test AI systems. It supports various attack vectors, defense fingerprinting, and offers both prompt extraction and injection testing.
While ZeroLeaks focuses on AI agent security, other tools like Garak (from NVIDIA) also offer LLM vulnerability scanning. The 'best' alternative depends on specific needs and integration requirements.
We're still verifying the official pricing for ZeroLeaks. In the meantime, the most up-to-date plans and prices are available directly on the publisher's website.
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