You download it from an unencryped, unsigned website, and there are GPG signatures available, but you can download the keys from the same unencryped, unsigned website.
A MitM attacker could easily manipulate the executables, sign them with his own keys, and do a MitM attack on the key page too.
This is not mere paranoia; we know now that the NSA has infrastructure to do such attacks fully automated and at scale.