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GenAI Security August 15, 2025

Securing Generative AI Adoption: Enabling Developer Productivity Without Data Leaks

The rapid adoption of Large Language Models (LLMs), such as GPT, utilized by developers as coding assistants, offers substantial productivity benefits. However, this adoption introduces critical risks: developers frequently upload source code, potentially leading to the leakage of confidential corporate data and intellectual property. Security teams are thus challenged to facilitate access to these powerful GenAI tools while rigorously protecting private company assets.

The Challenge

Developers using LLMs as coding assistants face a critical security dilemma:

  • Productivity Benefits: LLMs offer substantial productivity gains for developers
  • Security Risk: Frequent source code uploads can leak confidential corporate data and IP
  • The Balance: Enable access while rigorously protecting private company assets

Netzilo provides a streamlined method for security teams to enable the controlled use of generative AI tools, often achievable in under five minutes. The core mechanism involves creating a secure browsing profile that is then rolled out to all users, applying comprehensive controls.

Non-Invasive, Enterprise-Grade Protection

Crucially, Netzilo distinguishes itself from traditional solutions, such as CASBs, by not intercepting or decrypting SSL traffic, nor does it redirect traffic to a third-party cloud. Instead, security is enforced through the Netzilo secure browser extension, which effectively converts any existing browser—whether it be Firefox or Chrome—into an enterprise-grade secure browser.

See how Netzilo secures GenAI adoption without compromising developer productivity

Security teams can define access control profiles designed to restrict the uploading of source code and other confidential data to various websites. For instance, when classified code is pasted into platforms like ChatGPT, Netzilo blocks the action. Similarly, file uploads are restricted. This robust content detection is powered by an advanced AI model, meaning enforcement is based on sophisticated content analysis rather than merely relying on file extension checks. These security controls are enforced consistently across all installed enterprise browsers, even protecting classified data when users attempt to email source code via services like Gmail.

AI-Powered Content Detection

Netzilo's advanced AI model provides sophisticated content analysis:

  • Blocks source code pasting into platforms like ChatGPT
  • Restricts file uploads containing confidential data
  • Protects data even when users attempt to email source code via Gmail
  • Enforcement based on content analysis, not just file extensions

Key Advantages Over Traditional CASBs

  • No SSL Interception: Does not intercept or decrypt SSL traffic
  • No Cloud Redirect: Does not redirect traffic to third-party clouds
  • Browser Extension: Converts any browser (Firefox, Chrome) into an enterprise-grade secure browser
  • Rapid Deployment: Enable controlled GenAI use in under five minutes

Balancing Security and Workflow Flexibility

To avoid stifling productivity, Netzilo is built to handle exceptional cases. The system allows administrators to define exceptions, granting temporary, time-bound access for users who require it. For example, a policy can be made more restrictive—such as disabling the viewing of source code on AI sites—while simultaneously allowing a defined user group five minutes of temporary unrestricted access. These policy changes are instantly deployed.

From the end-user perspective, transparency and controlled access are maintained. If restrictions, such as blocking the viewing of generated code, are enforced, the user is notified. When temporary access is needed, the user can request an exception by providing a reason. Upon expiration of the allotted time, the restrictions are automatically restored, though users also retain the option to manually restore them.

Exception Management Features

Temporary Access Grants

Administrators can grant time-bound exceptions (e.g., 5 minutes) for specific user groups while maintaining restrictive policies

Instant Policy Deployment

Policy changes are instantly deployed across all users, ensuring immediate enforcement

User Transparency

Users are notified of restrictions and can request exceptions with reasons when temporary access is needed

Automatic Restoration

Restrictions are automatically restored after the exception period expires, with manual restoration options available

By utilizing Netzilo, organizations can achieve the essential balance of enabling their developer user base to leverage GenAI tools while adhering to strict mandates for corporate data protection.

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