ref
mid 18th century: from French casbah, from Arabic qaṣaba ‘citadel’.
Borrowed from Arabic قَصَبَة (qaṣaba).
casbah (n.)
the old city or citadel of a North African city, 1738, from French casbah, from North African Arabic dialect kasba "fortress."