In philosophy, the most common definition of knowledge is that it is true, justified belief[1]. In that definition knowledge certainly is predicated to be correct.
It doesn't challenge the idea that both a religious believer and non-believer have a certain knowledge of the world. These kinds of conflicts of knowledge are common, not just in religion, there is no single understanding of the world to reference against.