WASHINGTON -- The Department of Homeland Security will proceed with the first phase of a controversial satellite-surveillance program, even though an independent review found the department hasn't yet ensured the program will comply with privacy laws.

Congress provided partial funding for the program in a little-debated $634 billion spending measure that will fund the government until early March. For the past year, the Bush administration had been fighting Democratic lawmakers over the spy program, known as the National Applications...