Ibtissam Jraïdi scored the winning goal for the Atlas Lionesses in the sixth minute.
With this victory, Morocco move up to third place in their group with 3 points, behind Germany and Colombia, which meet at Sydney Football Stadium on Sunday.
The Atlas Lionesses' next outing is against Colombia on Thursday at Perth Rectangular Stadium (Australia), while South Korea play Germany at Suncorp Stadium in Brisbane.