Garak
Enterprise AI Security Platform.
Overview
Garak, which stands for Generative AI Red-teaming and Assessment Kit, is an open-source tool designed to probe Large Language Models (LLMs) for vulnerabilities. It systematically identifies weaknesses by using a combination of static, dynamic, and adaptive probes.
✨ Key Features
- Hallucination Detection
- Data Leakage Detection
- Prompt Injection Testing
- Misinformation Generation Testing
- Toxicity Generation Testing
- Jailbreaking Attempts
🎯 Key Differentiators
- Comprehensive list of vulnerabilities grouped into categories
- Wide compatibility with popular LLM platforms
- Customizable with custom plugins
Unique Value: Provides a free and open-source tool for developers and researchers to test the robustness and reliability of Large Language Models.
🎯 Use Cases (3)
✅ Best For
- Used for scanning LLM vulnerabilities in various configurations.
💡 Check With Vendor
Verify these considerations match your specific requirements:
- NA
🏆 Alternatives
Acts as an LLM alternative to network security scanners, providing a comprehensive suite of tests for common vulnerabilities.
💻 Platforms
✅ Offline Mode Available
🔌 Integrations
💰 Pricing
Free tier: Open-source and free to use.
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