Guardian: Your Secure Gateway for AI/ML Model Security and Compliance

The Evolving Landscape of AI/ML Security

In the rapidly evolving realm of artificial intelligence (AI) and machine learning (ML), organizations are increasingly leveraging open-source ‘Foundational Models’ to power a diverse array of applications. This trend, however, introduces security risks, as the open exchange of files on repositories like Hugging Face can facilitate the spread of malicious software.

Introducing Guardian: A Secure Gateway for AI/ML Environments

Protect AI, a leading provider of AI/ML security solutions, unveils Guardian, an industry-first secure gateway designed to safeguard organizations from malicious code entering their AI/ML environments. Guardian builds upon the success of ModelScan, Protect AI’s open-source tool for scanning ML models for potential attacks.

Key Features and Advantages of Guardian

1. Secure Gateway: Guardian serves as a secure gateway, bridging ML development and deployment processes that utilize Hugging Face and other model repositories.

2. Proprietary Vulnerability Scanners: Guardian employs proprietary vulnerability scanners, including a specialized scanner for Keras lambda layers, to proactively scan open-source models for malicious code.

3. Policy Enforcement: Guardian enables organizations to enforce security policies on ML models, ensuring the use of secure and policy-compliant models in their networks.

4. Advanced Access Control: Guardian provides advanced access control features and dashboards, empowering security teams with control over model entry and comprehensive insights into model origins, creators, and licensing.

5. Integration with Existing Frameworks: Guardian seamlessly integrates with existing security frameworks and complements Protect AI’s Radar for extensive AIML threat surface visibility in organizations.

Addressing the Growing Need for AI Security

The democratization of AI/ML has led to an increased demand for solutions that address the unique security challenges posed by ML models. Protect AI’s Guardian is a comprehensive solution that empowers organizations to:

1. Detect and Remediate Vulnerabilities: Guardian detects vulnerabilities in ML models, enabling organizations to remediate them before deployment, reducing the risk of attacks.

2. Enforce Security Policies: Guardian enables organizations to enforce security policies on ML models, ensuring compliance with internal regulations and industry standards.

3. Integrate with Existing Security Infrastructure: Guardian seamlessly integrates with existing security frameworks, allowing organizations to leverage their existing investments in security.

Conclusion: Embracing a Secure AI-Powered World

Guardian is a groundbreaking solution that addresses the critical need for AI/ML model security. Its comprehensive features and integration capabilities provide organizations with the tools they need to secure their AI/ML environments and embrace MLSecOps practices for a safer AI-powered world.

About Protect AI: Securing the Future of AI and ML

Protect AI is a leading provider of AI/ML security solutions, enabling organizations to see, know, and manage security risks in their AI environments. Founded by AI leaders from Amazon and Oracle, Protect AI is committed to securing the future of AI and ML.

For More Information:

To learn more about Guardian and other Protect AI offerings, visit their website or follow them on LinkedIn and Twitter.