Phillippe was born in New Castle, Delaware. His mother, Susan, ran a day care center in the family's house; his father, Richard Phillippe, was a chemist. Phillippe has three sisters, and is of part French descent. He graduated from Barbizon in Wilmington, Delaware.
Phillippe earned a black belt in taekwondo in his youth.