2025-03-19
By building and integrating a new heuristics framework into the Cloudflare Ruleset Engine, we now have a more flexible system to write rules and deploy new releases rapidly....
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2025-03-19
How Cloudflare uses generative AI to slow down, confuse, and waste the resources of AI Crawlers and other bots that don’t respect “no crawl” directives....
2025-03-19
Learn more about how Cloudflare developed an AI model to uncover malicious JavaScript intent using a Graph Neural Network, from pre-processing data to inferencing at scale. ...
2024-10-23
In this post we will describe how we use anomaly detection to watch for novel DDoS attacks. We’ll provide an overview of how we build models which flag unusual traffic and keep our customers safe....
2024-09-27
This year for Cloudflare’s birthday, we’ve extended our AI Assistant capabilities to help you build new WAF rules, added new AI bot & crawler traffic insights to Radar, and given customers new AI bot ...
July 25, 2024 1:00 PM
In this post, we discuss performance optimizations we've implemented for our WAF ML product. We'll guide you through code examples, benchmarks, and we'll share the impressive latency reduction numbers...
July 03, 2024 1:00 PM
To help preserve a safe Internet for content creators, we’ve just launched a brand new “easy button” to block all AI bots. It’s available for all customers, including those on our free tier...
June 24, 2024 1:00 PM
Cloudflare's Bot Management team has released a new Machine Learning model for bot detection (v8), focusing on bots and abuse from residential proxies...
March 04, 2024 2:00 PM
From identifying phishing attempts to protect applications and APIs, Cloudflare uses AI to improve the effectiveness of its security solutions to fight against new and more sophisticated attacks...
March 04, 2024 2:00 PM
E-commerce websites were targeted by a sophisticated Magecart attack, involving a hidden JavaScript code designed to secretly steal Personally Identifiable Information (PII) and credit card details from users...
February 16, 2024 2:00 PM
We recently shared an introduction to Cloudflare’s approach to MLOps, which provides a holistic overview of model training and deployment processes at Cloudflare. In this post, we will dig deeper into monitoring, and how we continuously evaluate the models that power Bot Manageme...
February 15, 2024 2:00 PM
Brand Protection's Logo Matching feature enables users to upload an image of the user’s logo or other brand image. The system scans URLs to discover matching logos and then presents the results for users to review...
December 07, 2023 2:00 PM
To help our team continue to innovate efficiently, our MLOps effort has collaborated with Cloudflare’s data scientists to implement the following best practices...
October 02, 2023 1:00 PM
Need a recap or refresher on all the big Birthday Week news this week? This recap has you covered...
September 29, 2023 1:00 PM
Cloudflare is implementing DAP (Distributed Aggregation Protocol) – a way of aggregating data without exposing individual measurements that uses multi-party computation...
June 22, 2023 1:00 PM
Today we’re announcing new Constellation features, explain why it’s the first globally distributed AI platform and why deploying your machine learning tasks in our global network is advantageous....
June 19, 2023 1:00 PM
We'll describe the technical strategies that have enabled us to expand the number of machine learning features and models, all while substantially reducing the processing time for each HTTP request on our network...
May 06, 2020 11:00 AM
This is the ongoing story of Bot Management at Cloudflare and also an introduction to a series of blog posts about the detection mechanisms powering it...
