What we have already published to open-source is libdetection (https://github.com/wallarm/libdetection), a library implementing a completely new way to detect attacks. This approach allows us to implement attack detection without having to specify precedents of attacks. I mean it doesn't require attacks samples to learn at all. Instead, formal models are used.

And it is already one of the approaches Wallarm uses to detect malicious requests.