Apollo 13 - astronouts all saw strange yellow lights flashing on the way home - but were busy and ignored them
My theory is it wasn't aliens.
the flashing light was not from space but a nearby panel that was labeled improperly - the official missing label said "GET OUT AND PUSH!"