Improving the accuracy of our machine learning WAF using data augmentation and sampling
September 05, 2022 2:00PM
Data Generation and Augmentation methods to train an effective machine learning WAF...
Evolving our machine learning to stop mobile bots
March 17, 2022 4:39PM
Security Week Machine LearningHow 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 12:59PM
Security Week Bot Management Machine LearningHow Envoy Media uses Bot Score and Machine Learning to improve business outcomes...
Improving the WAF with Machine Learning
March 15, 2022 12:59PM
Security Week WAF Machine LearningToday 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...
Using data science and machine learning for improved customer support
June 15, 2020 12:00PM
Machine Learning Data Support EngineeringIn this blog post we’ll explore three tricks that can be used for data science that helped us solve real problems for our customer support group and our customers. Two for natural language processing in a customer support context and one for identifying attack Internet attack traffic....
More Posts
May 06, 2020 12:00PM
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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