President Barack Obama vigorously defended his plans to close the Guantanamo prison camp on Thursday and promised to work with Congress to develop a system for imprisoning detainees who can't be tried and can't be turned loose.

Obama conceded that some would end up in U.S. prisons and insisted those facilities were tough enough to house even the most dangerous inmates.

The president spoke one day after the Senate...