I would be concerned that like ivy it can damage the siding. It has to secure itself to the siding somehow. It will also hold moisture against the siding. This will probably promote the growth of other things such as mold. Worse case it may provide a path for water to the backside of the siding. Not necessarily a disaster if there is a proper drainage plane, but is it worth the risk?