Levinson disappeared mysteriously on March 9, 2007 in Kish Island, Iran while on a mission for the CIA. Levinson's family received $2.5 million annuity from the CIA in order to stop a lawsuit revealing details of his work in Iran. He may have been held captive by the government of Iran. 