The executives had earlier been banned from going abroad.
The Economy and Finance Minister, Ali Rodriguez, said he expects to auction the bank's assets in Venezuela within 15 days.
Stanford entered the Latin American country in 2002, and now holds 0.2 percent of Venezuela's public deposits, with 15 branches.