---
title: "Defend against frontier cyber models: Cloudflare's architecture as customer zero | Papers With Code Cyber"
description: "Cloudflare describes how it uses layered detection, positive security controls, and containment to defend applications against rapidly developed exploits."
canonical: "https://paperswithcode-cyber.com/paper/316"
type: "paper"
---

# Defend against frontier cyber models: Cloudflare's architecture as customer zero

External resource · 316 · 2026-06-09

Authors: Rohit Chenna Reddy, Chase Catelli, Dan Jones

## Abstract

Cloudflare describes how it uses layered detection, positive security controls, and containment to defend applications against rapidly developed exploits\.

## Tasks

- [Vulnerability detection and triage](https://paperswithcode-cyber.com/tasks/cyberintel-vulnerability-analysis)

## Organizations

- [Cloudflare](https://paperswithcode-cyber.com/orgs/cloudflare)

## Paper resources

- [Source](https://blog.cloudflare.com/frontier-model-defense/)