What is Protect AI?
Protect AI is a cutting-edge platform designed to secure artificial intelligence (AI) and machine learning (ML) systems. It provides end-to-end visibility, remediation, and governance to safeguard AI applications from unique vulnerabilities. Whether you’re fine-tuning generative AI models or deploying large language models (LLMs), Protect AI ensures a security-first approach, enabling organizations to innovate confidently while mitigating risks.
Protect AI Features
- Guardian: Scans third-party and proprietary ML models for security threats before deployment, ensuring a secure ML supply chain.
- Layer: Offers granular LLM runtime security insights, detecting and preventing unauthorized data access, adversarial attacks, and integrity breaches.
- Recon: Automates red teaming for GenAI systems, identifying vulnerabilities with no-code integration and detailed threat profiling.
- Open Source Tools: Provides community-driven tools like LLM application scanners and Jupyter Notebook security solutions.
- MLSecOps Community: A thriving Slack community and educational resources for AI security best practices.
Protect AI Use Cases
- Enterprise AI Security: Protect AI helps enterprises secure their AI models, ensuring safe deployment and compliance with regulations.
- Financial Institutions: Safeguards AI-driven financial models and protects sensitive customer data from breaches.
- Healthcare: Secures AI tools used in diagnostics and patient data analysis, ensuring privacy and compliance.
- Government Agencies: Protects AI applications in critical infrastructure, ensuring national security.
- Academic Research: Enables researchers to secure AI projects, fostering innovation without compromising safety.
Conclusion
Protect AI is a game-changer in the realm of AI security. With tools like Guardian, Layer, and Recon, it offers unparalleled protection for AI and ML systems. Its proactive approach to vulnerability detection, combined with a robust community and open-source tools, makes it a must-have for organizations leveraging AI. Whether you’re a tech giant, a financial institution, or a researcher, Protect AI empowers you to innovate securely and confidently.
