Gilroy was born in Santa Monica, California, the son of Pulitzer Prize-winning playwright Frank D. Gilroy, and sculptor and writer Ruth Dorothy (Gaydos).
Gilroy grew up in Washingtonville, New York,[REF] and graduated from Washingtonville High School [REF].