Detecting zero-days before zero-day


We are constantly researching ways to improve our products. For the Web Application Firewall (WAF), the goal is simple: keep customer web applications safe by building the best solution available on the market.
In this blog post we talk about our approach and ongoing research into detecting novel web attack vectors in our WAF before they are seen by a security researcher. If you are interested in learning about our secret sauce, read on.
This post is the written form of a presentation first delivered at Black Hat USA 2023.
The value of a WAF
Many companies offer web application firewalls and application security products with a total addressable market forecasted to increase for the foreseeable future.
In this space, vendors, including ourselves, often like to boast the importance of their solution by presenting ever-growing statistics around threats to web applications. Bigger numbers and scarier stats are great ways to justify expensive investments in web security. Taking a few examples from our very own application security report research (see our latest report here):

The numbers above all translate to real value: yes, a large portion of Internet HTTP traffic is malicious, therefore you could mitigate a non-negligible amount Continue reading












