NuGuard
NuGuard is an open-source AI security toolkit designed to help developers identify, evaluate, and mitigate risks in large language models and AI-powered applications. It focuses on strengthening AI systems against emerging threats such as prompt injection, data leakage, and unsafe outputs.
Key Features
- Risk Detection: Identifies vulnerabilities in AI model inputs and outputs, including prompt injection and unsafe responses
- Policy Enforcement: Applies customizable guardrails to control model behavior and enforce security policies
- Evaluation Framework: Enables testing of AI systems against known attack patterns and adversarial scenarios
- Lightweight Integration: Designed to be easily integrated into existing AI pipelines and workflows
- Open Source Flexibility: Fully extensible for custom security rules, testing strategies, and AI use cases
Use Cases
- LLM Security Testing: Evaluate AI models for prompt injection and data exposure risks
- Application Hardening: Add runtime protections to AI-powered apps and APIs
- Red Teaming AI Systems: Simulate adversarial attacks to uncover weaknesses
- Compliance & Governance: Enforce organizational policies for safe AI usage
Why NuGuard
NuGuard provides a practical and developer-friendly approach to AI security, helping teams move from reactive fixes to proactive protection. It empowers organizations to build safer, more trustworthy AI systems without sacrificing flexibility or performance.
