parthenophilia

Etymology
and

Noun

 * 1) Sexual attraction towards girls in late adolescence.

Usage notes
In several word lists and lists of deviant sexual practices, this term is defined as a preference for virgins, but in practice it is used for attraction to the late adolescent girl.