What's New in the NetSec Platform
Secure AI Models with AI Model Security
Table of Contents
Secure AI Models with AI Model Security
Prisma AIRS introduces AI Model Security to protect organizations from vulnerable
AI/ML models to ensure only secure models reach production environments.
Models serve as the foundation of AI/ML
workloads and power critical systems across organizations today. Prisma AIRS now
features AI Model Security, a comprehensive solution that ensures only secure,
vulnerability-free models are used while maintaining your desired security
posture.
AI/ML models pose significant security risks as they can
execute arbitrary code during loading or inference. This is a critical vulnerability
that existing security tools fail to adequately detect. Compromised models have been
exploited in high-impact attacks including cloud infrastructure takeovers, sensitive
data theft, and ransomware deployments. Your valuable training datasets and
inference data processed by these models make them prime targets for cybercriminals
seeking to infiltrate AI-powered systems.
What you can do with AI Model Security:
- Model Security Groups—Create Security Groups that apply different managed rules based on where your models come from. Set stricter policies for external sources like HuggingFace, while tailoring controls for internal sources like Local or Object Storage.
- Model Scanning—Scan any model version against your Security Group rules. Get clear pass/fail results with supporting evidence for every finding, so you can confidently decide whether a model is safe to deploy.
- Prevent Security Risks Before Deployment: Identify vulnerabilities, malicious code, and security threats in AI models before they reach production environments.
- Enforce Consistent Security Standards: Apply organization-wide security policies across all model sources, ensuring every model meets your requirements regardless of origin.
- Accelerate Secure AI Adoption: Reduce manual security review time with automated scanning, enabling teams to deploy models faster without compromising security.
- Maintain Compliance and Governance: Demonstrate security due diligence with detailed scan evidence and audit trails for regulated industries and internal compliance requirements.