Judaism hasn't even existed for anywhere near 3600 years, and most Arabs are just local people who started speaking Arabic in the centuries after the spread of Islam (much like the Jews stopped speaking Hebrew 2000 years ago and adopted Aramaic).

One of the weirdest things about this conflict is that the Palestinians are more closely related to the ancient Israelites than many (maybe even most) Israelis.