Liquor stores thrive in those same neighborhoods. Maybe the key is small stores, lots of security, big black gates and bars on all the windows...
Or better - a system of free memberships... anyone caught stealing loses their membership... forever.
You remind me that the larger stores in my area have an adjacent area to sell liquor and the profits on that part of the stores are probably much higher than the grocery parts of the stores.