United Nations—Venezuela said Thursday it was joining forces with other U.N. countries to form a coalition that defends the sovereignty of nations against foreign interference.

The announcement represented another move by the government of embattled President Nicolás Maduro to cling to power amid an opposition effort to force him out and elect a new, democratic government, a goal shared by the U.S. and dozens of other countries.

The...