GuardianProtect AI
Guardian by Protect AI is a comprehensive AI model security platform that enables organizations to scan, enforce security policies, and detect threats in machine learning models from diverse sources, ensuring safe adoption and deployment.
Vendor
Protect AI
Company Website
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Product details
Guardian by Protect AI is a comprehensive AI model security platform that enables organizations to scan, enforce security policies, and detect threats in machine learning models from diverse sources, ensuring safe adoption and deployment.
Key Features
Best-in-Class Model Scanners
- Scans 35+ model formats (PyTorch, TensorFlow, ONNX, Keras, Pickle, GGUF, Safetensors, LLM-specific formats).
- Detects deserialization attacks, architectural backdoors, and runtime threats.
- Continuously updated with threat research from over 17,000 security researchers.
Configurable, Customizable Policies
- Flexible, granular security policies for first- and third-party models.
- Rules for model metadata, approved formats, verified sources, and security findings.
Local Scanning
- Lightweight Docker container for integration into CI/CD pipelines.
- Scans models from any source (Artifactory, SageMaker Model Registry, Git repositories).
- Provides immediate security feedback and maintains an audit trail.
Composable Security for Modern AI Workflows
- Integrates with ML pipelines and DevOps workflows via CLI, SDK, or Local Scanner.
- Supports diverse model sources (Hugging Face, MLFlow, S3, SageMaker).
Hugging Face Integration
- Continuously scans every public model on Hugging Face (over 1.5 million models).
- Ensures secure adoption of open source models and maintains ecosystem security.
Benefits
Accelerated, Secure AI Innovation
- Safely adopt AI models from any source without compromising security.
- Enables rapid, confident innovation with robust model security.
Enterprise-Level Model Security
- Enforces security policies to prevent malicious code from entering environments.
- Provides advanced access control and dashboards for comprehensive oversight.
Seamless Integration
- Fits into existing workflows (CI/CD, DevOps, research environments).
- Supports distributed, on-premises, and local scanning.
Proactive Threat Detection
- Leverages extensive threat research and proprietary scanners.
- Stays ahead of emerging AI threats and vulnerabilities.