AI Model Security Under Threat: How Prepared Are You?

Recent security events of DeepSeek have sparked widespread industry concerns about AI security governance. More critically, the unauthorized access risks in Ollama have been officially listed by the China National Vulnerability Database (CNVD).

As a lightweight, scalable, and cross-platform runtime environment for deploying private Large Language Models (LLMs) like DeepSeek, Ollama has been increasingly adopted by enterprises. However, due to the lack of default authentication and access control, attackers can remotely exploit its interfaces to steal sensitive data, inject malicious inputs, abuse computing resources, or launch denial-of-service(DoS) attacks.

Are you prepared to defend against these hidden risks?

Paraview Solution: Zero Trust Strategy for AI Security Governance

To mitigate unauthorized access risks in Ollama, Paraview leverages a Zero Trust Security Architecture that integrates Web Application Gateway, API Security, Identity & Access Management (IAM), and Privileged Access Management (PAM) functionalities. This holistic approach establishes a multi-layered security shield with isolation, in-depth defense, and dynamic access control.

• ‍Web Application Gateway: The First Line of Defense ‍

Deploy a secure Web Application Gateway to enforce centralized traffic routing, encrypted auditing, and IAM-driven dynamic authorization, blocking unauthorized access and minimizing attack risks.

• ‍API Security: Granular Control of Interfaces

Automatically discover and assess API risks, intelligently identify unauthorized access attempts, and enforce context-aware dynamic authorization. Security policies such as sensitive data masking are implemented to ensure API access remains protected.

• ‍Identity & Access Management (IAM): Prevent Permission Misuse

Implement fine-grained access control and Multi-Factor Authentication (MFA) to enforce the principle of least privilege, preventing unauthorized access and credential leaks.

• ‍Privileged Access Management (PAM): Secure Shared Accounts & API Keys

Centralized privileged account management with access auditing ensures security and accountability. API keys are managed, regularly rotated, and monitored to prevent leakage and abuse.

AI Security Governance Is Not Optional, Is a Must

AI model security is a growing concern—contact us today to explore robust protection strategies for your enterprise!