While cockroaches may resist certain forms of radiation, exposure to concentrated forms of radiation from a nuclear explosion would most likely kill them. The idea that cockroaches can withstand a nuclear bomb comes from rumors that the insects were seen scurrying about in the aftermath of Hiroshima and Nagasaki.