Personally I wouldn't risk leaving it in a plastic / rubber storage unit outside of an apartment. Too easy to break into. Can't you come up with a better indoor solution than leaving it in the kitchen. There are plenty of indoor storage devices that will mount bikes on ceilings, walls, or free-standing (which is what I use).