Stop attacks before they are known: making the Cloudflare WAF smarter
December 09, 2022 2:00 PM
Today we are making the WAF smarter by increasing availability of our new machine learning powered enhancement, the WAF Attack Score!...
Improving the accuracy of our machine learning WAF using data augmentation and sampling
September 05, 2022 1:00 PM
Data Generation and Augmentation methods to train an effective machine learning WAF...
Evolving our machine learning to stop mobile bots
March 17, 2022 4:39 PM
How Cloudflare has evolved our Machine Learning models to identify automated traffic in mobile apps...
Envoy Media: using Cloudflare's Bot Management & ML
March 16, 2022 12:59 PM
How Envoy Media uses Bot Score and Machine Learning to improve business outcomes...
Improving the WAF with Machine Learning
March 15, 2022 12:59 PM
Today we are excited to complement managed rulesets (such as OWASP and Cloudflare Managed) with a new tool aimed at identifying bypasses and malicious payloads without human involvement, and before they are exploited...
MORE POSTS
May 06, 2020 11:00 AM
Cloudflare Bot Management: machine learning and more
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...
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