Legally speaking, this is not true in all countries. For example, the legal definition of rape in the USA is this:

Penetration, no matter how slight, of the vagina or anus with any body part or object, or oral penetration by a sex organ of another person, without the consent of the victim.

No gender mentioned, so yes, legally, women can rape men.