Arsenal also vowed to punish any fans found to have sent racist abuse to Newcastle players Bruno Guimaraes and Joe Willock on social media following Saturday's 1-0 win over Arsenal.
The Gunners' unbeaten start to the season was ended at St James' Park thanks to Anthony Gordon's controversial second-half winner, in which former Arsenal player Willock played a key role.