Ephebophilia
From BoyWiki
Ephebophilia (also called hebephilia) is a sexual attraction to pubescent boys or adolescents. It is often used by boylovers wishing to distinguish an attraction to teenagers from an attraction to younger, pre-pubescent boys (described as pedophilia). A person with such attactions is called an ephebophile (or hebephile).