No they should not leak
Neither should your tyres,
but they will be effected by temperature ie if you fill them at a garage while hot from driving when they cool the pressure will drop, also the weight of the vehicle (loaded/unloaded) exerts physical load on to a tyre allowing/preventing expansion of the rubber.