The knoppix kernel is a standard unpatached kernel.

You can download the kernel source from kernel.org
You need to download kernel 2.6.24-4 for knoppix 5.3.1

Untar the sources in /usr/src and create the normal symlink.

You can find the kernel config in /boot to use as a template
if you need it.