L'Atalante basin
It is about 190 km (~120 miles) west of the island of Crete. It is called a 'lake' because, though it is under more than two miles of water, it is almost completely separate from the sea above it. Its huge salt content prevents the waters mixing. Sometimes these lakes are called brine pools. They are found in many oceans; there is one in the Gulf of Mexico.