"Mediterranean" means on the Mediterranean sea - either on the north or south shore. Eastern Mediterranean civilizations are for example the Greek, Egyptian, Ottoman, civilizations and if your question is about the historical times, then the answer is - the ancient Egyptians - they enslaved many Hebrews in the old times.
