Protect AI

📖 What is Protect AI?

Protect AI is a developer-focused AI security platform offering tools (Guardian, NBDefense) to scan Jupyter notebooks, ML pipelines, and model artifacts for security vulnerabilities.

💡 Why It Matters

Protect AI focuses on ML SecOps, securing the entire machine learning supply chain from notebook code to model deployment.

🎯 Workplace Use Cases

• Scanning Jupyter notebooks for hardcoded API keys and security flaws
• Auditing open-source Hugging Face model files for embedded malware
• Securing MLOps build pipelines in CI/CD

🚀 How to Use It

Install NBDefense or Protect AI Guardian scanner in your ML CI/CD build pipeline.

✨ Key Features

• NBDefense for scanning Jupyter notebooks and Python scripts
• Model artifact security scanner for detecting malicious model files
• ML Supply Chain Security vulnerability management

💳 Pricing & Plans

Free Tier: Free open-source scanners available for individual developers.

Plan	Price	Notes
Enterprise Platform	Custom annual contract	Full ML SecOps pipeline security, administrative dashboard.