Burton is the author of a memoir called "Ghost: Confessions of a Counterterrorism Agent". It was published by Random House in 2008. Another memoir is "Chasing Shadows: A Special Agent's Lifelong Hunt to Bring a Cold War Assassin to Justice", published by Palgrave Macmillan in 2011.