Protect AI

Introduction

With the increase in AI-powered solutions, organizations utilizing machine learning with large language models are increasingly worried about security and risks. Protect AI provides a secure solution capable of protecting AI solutions from threats and vulnerabilities. Protect AI supports organizations in securing their AI models through its advanced surveillance/protection capabilities, to allow AI solutions to be secure, compliant with regulations, and resilient to risk.

What is Protect AI?

Protect AI is a security solution developed to cater specifically to artificial intelligence and machine learning systems. The focus is on securing large language models (LLMs) and other AI systems from attacks such as data breaches, adversarial attacks, and unauthorized access. Protect AI allows organizations to gain visibility into their AI pipelines so organizations can identify, prevent, and respond to security vulnerabilities before a breach even happens.

Key Features of Protect AI

• Model Protection: Protects artificial intelligence and machine learning models against unauthorized access and tampering.

• End-to-End Monitoring: Provides continuous monitoring of AI models to identify potential risks.

• Vulnerability Detection: Scans AI models for potential weaknesses in code, data, and configuration.

• Access Control: Limits who can access or change models to reduce insider risk.

• Compliance Support: Assists organizations with meeting regulatory compliance requirements for AI governance and data privacy.

• Incident Response: Provides tools to respond to and remediate detected security threats.

Pros & Cons of Protect AI

Pros:

• Provides complete security coverage for AI and ML systems.
• Ongoing checking for vulnerabilities.
• Enables compliance with security requirements.
• Scales effectively for top-level deployments.

Cons:

• Requires technical skills to implement and operate.
• Pricing factors may vary depending on the enterprise’s requirements.
• Limited capabilities for non-AI applications.

How to Use Protect AI

1. Join: Make a new account on the Protect AI platform.
2. Connect Models: Integrate your AI or ML platforms with the Protect AI platform.
3. Set Monitoring: Configure security rules and access management.
4. Perform Security Scans: Identify vulnerabilities in real-time.
5. Respond to Alerts: Leverage Protect AI dashboards to address risk and ensure compliance.

Who Can Use Protect AI

Protect AI is perfect for:

• Companies are using AI models in production environments.
• Data scientists or ML engineers working with sensitive data.
• Security teams are building compliance and governance into AI pipelines.
• Tech companies are deploying AI applications at scale.

What Makes Protect AI Unique

What distinguishes Protect AI is that it is one of the few platforms that is specifically designed to sunset for the purpose of securing AI and ML systems. Protect AI is not a generic cybersecurity tool and thus understands the architecture of AI Models, protecting model pipelines, data flows, and LLM operations. Protect AI’s focus on prevention and response provides organizations with a total security framework for deploying AI.

Pricing & Plans

Protect AI has tailor-made pricing based on organization size, model type, and scale of deployment. Enterprises can either request a demo or get in touch with the sales team for their specific use case. While the specific pricing is not available publicly, the platform has options for startups, midsize businesses, and large enterprises.

Conclusion

Protect AI is an excellent solution for any organization that is integrating artificial intelligence or machine learning. Through model-level protection, monitoring, and assurance, Protect AI keeps AI systems secure and trustworthy.

As organizations utilize more artificial intelligence, a tool like Protect AI will ensure there is an appropriate level of security around data integrity and model performance.