Court documents allege he had hatched plans to attack various U.S. targets, including New York City and former President George W. Bush's Dallas home.
Aldawsari was arrested Feb. 23. Court records indicate that federal agents traced his online purchases, discovered extremist online posts he made and secretly searched his apartment, computer and e-mail accounts and read his diary.