Answer:
Yes and No,
Yes:
They are considered to be in the conflict as well, They are proud to be called "Palestinians" and speak out against Israeli policy towards Arabs quite often.
No:
Some Arabs don't like the idea of being transferred to Palestine if there were a peace agreement, as they receive many rights and benefits (like any other citizens in Israel, such as equal human rights).