The Jews were in Palestine thousands of years before the Romans called it Palestine. At that time, Muslim Arabs did not even exist. Come to think of it, Islam itself would not even begin exist for another 500 years.
So, who did the conquistador Jews of Palestine seize the Palestinian land from? The Incas, perhaps?