Change behavior of click on desktop Sometimes when I click on the desktop, Finder opens. How can I disable this in OS X 10.9?

For what it's worth, it was already happening in Mountain Lion.
The reason is because you didn't exit that finder window last time you exited logged out or shut down your mac.

If not that then you have some form of malware on your computer