I would replace the word arabs with muslims. Its islam that teaches hatred and violence against jews, and infedels.
Fight those who do not believe in Allah or in the latter day and who do not forbid what Allah and His Messenger have forbidden and who do not adopt Islam, (even if they are) of the People of the Book - [fight] until they humbly pay the Jizyah and have been subdued." - Quran 9:29