Garak
The LLM Vulnerability Scanner
Overview
Garak, which stands for Generative AI Red-Teaming and Assessment Kit, systematically identifies the vulnerabilities of LLMs by using a combination of static, dynamic, and adaptive probes. It is ideal for security researchers, developers, and AI ethics professionals to assess the risks of generative systems by probing for issues such as hallucinations, data leakage, prompt injections, toxicity, and misinformation.
✨ Key Features
- LLM Vulnerability Scanning
- Automated Scanning
- Broad LLM Support (OpenAI, Hugging Face, Cohere, Replicate, etc.)
- Structured Reporting
- Focused Security Coverage (prompt injection, jailbreaks, data leakage, toxicity, etc.)
- Modularity & Extensibility
🎯 Key Differentiators
- Open-source and free to use
- Direct focus on LLM security vulnerabilities
- Extensive and research-informed library of probes
Unique Value: Provides a powerful, systematic, and focused open-source tool for proactively identifying vulnerabilities in LLMs.
🎯 Use Cases (3)
💡 Check With Vendor
Verify these considerations match your specific requirements:
- Not suitable for rapid CI/CD checks due to the potential for long scan durations.
🏆 Alternatives
Offers a free and extensible solution for in-depth security audits of LLMs, which is a more accessible alternative to commercial platforms.
💻 Platforms
✅ Offline Mode Available
🛟 Support Options
- ✓ Email Support
- ✓ Live Chat
💰 Pricing
Free tier: Open source and free to use.
🔄 Similar Tools in Adversa AI Alternatives
Protect AI
A comprehensive platform to secure AI and machine learning systems from development to deployment....
HiddenLayer
A specialized AI security platform designed to protect machine learning models from various threats ...
Robust Intelligence
An AI security company that develops a platform to protect AI models and applications throughout the...
Mindgard
An AI security platform delivering offensive security testing solutions for large enterprises, engin...
CalypsoAI
A platform that helps enterprises secure, test, and monitor AI systems for compliance, safety, and r...
Zenity
A security and governance platform purpose-built for AI agents, spanning SaaS, homegrown platforms, ...