I think if Aliens had the technology to get here, they could get somewhere else where there is more of what they want. What is more probably is an Alien society would tinker with black holes and create a huge black hole that sucked up our galaxy, or instantaneously removed all the information from matter and energy in our universe basically wiping it out. But it's not like we should worry about extinction anyway. You can't take the memories with you.