Kilduff was born in Staten Island, New York City. He grew up in Arlington, Virginia, and went to Washington-Lee High School.
Kilduff's early life took place in Staten Island, New York City. His formative years were spent in Arlington, Virginia, where he received his education at Washington-Lee High School.