Unfortunately I must inform you that your information were incorrect.
I found the error myself.
It's working! But only for the mesh where the hair was being build on.
So when add hair to a mesh and add the collider tag to that exact mesh the collisions are working even with the brush.
So there might be a little bug, that other meshes are not considered.... What do you think?