It would be much easier to identity an infected individual for quarantine if a virus had a steep fatality rate, the transmission would be much slower too since dead people don't travel.
Worst case would be a highly lethal, airborne virus with a long delay between infection and death.
I’m sure it’s not completely impossible, but neither is a massive radiation burst from a nearby supernova.