They look for an easy target. Women are usually easier targets than men. But men DO get raped, (and I'm not even talking about men in jail, etc)
by other men. Most men do not report the assault.
Rape is about power, humiliating, terrorizing, injuring, & degrading the victim. It's the ultimate violation of another person. It isn't sexual.