The hose adapter has a valve that remains closed unless the connector is locked in place, meaning the water stops when you unplug so there's no need to run back and forth to turn the tap.

This valve is leaking ... Turn the water supply back on and you’re done. By the way, you also should install screw-on anti-siphon devices onto all of your hose bibs. These just screw on and ...