Stop attacks before they are known: making the Cloudflare WAF smarter
December 09, 2022 2:00PM
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 2:00PM
WAF Machine Learning Edge Inference Data ScienceData 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...
More Posts
June 15, 2020 12:00PM
Using data science and machine learning for improved customer support
In 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....
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