Cloudflare Developing AI Firewall to Safeguard Large Language Models

MetaversePlanet March 6, 2024Last Updated: March 25, 2024

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Cloudflare has announced its development of a new firewall designed to serve as a protective layer for AIs utilizing large language models.

Large language models stand as some of the most notable artificial intelligence applications in recent times. While these models enable chatting or obtaining answers to questions, their full efficiency hinges on an internet connection.

Naturally, this connectivity raises concerns about potential future issues. Through its new firewall, Cloudflare seeks to preemptively halt attacks before they can reach the model.

Special precautions are needed for artificial intelligence

Cloudflare Developing AI Firewall to Safeguard Large Language Models

Large language models, which rely on the internet for operation, are susceptible to the same types of attacks that target conventional internet applications or APIs, including data exfiltration attacks.

Additionally, vulnerabilities have been identified in these models that could potentially allow for system takeovers and the execution of unauthorized actions through external interference.

The AI firewall represents an enhanced iteration of the Web Application Firewall (WAF), specifically designed to integrate with large language models.

It employs Rate Limiting and Sensitive Data Detection technologies to bolster its defense mechanisms. This security solution aims to thwart attacks by functioning as close to the end user as possible.

Cloudflare, at its core a content delivery network (CDN), is also in the business of developing SSL certificates valid for websites and is renowned for its emphasis on online security.

This commitment to safeguarding digital spaces is why Cloudflare is the go-to security option for nearly every organization, regardless of size.