Her paternal grandfather was Jewish, and the remainder of her ancestry is Scots-Irish. Lippman was raised Presbyterian. She attended high school in Columbia, Maryland, where she was the captain of the Wilde Lake High School It's Academic team. She also participated in several dramatic productions, including Finian's Rainbow,