It is worth noting that there are two different ways to attack GPS: jamming and spoofing. Jamming is when you broadcast a noise signal at the GPS frequency, which prevents affected receivers from receiving the GPS signal. The result is that the GPS doesn't know where it is. Spoofing is when you send out a fake GPS signal that appears genuine but has the wrong timing. The result is that the GPS thinks it knows where i…
This is what keeps my awake at night sometimes... that one of US drones flying over Afghanistan will be eventually fooled into thinking the target it has to drop a bomb on is actually somewhere else over the Europe.
Meanwhile, political undertones aside, I think your idea is a little contrived, considering the realities of fuel capacity and range, nevermind time to travel, lack of stealth capabilities, and the fact that drones are piloted and engage weaponry mostly by a video feed (and using visual flight rules [0]) which would provide major clues that the GPS information has become unreliable.
tl;dr Drones aren't artificially intelligent solar-powered killbots, flying unsupervised missions. (yet)