If it hasn't been used in awhile seals may have dried up or bit or something like the valves are not closing completely. If it were me, I'd cycle it a few times up and down, then change the fluid, and cycle it a few more times. If no leaks are visible and it continues to bleed off, then the pump or cylinders are suspect. Personally, I'd go after the pump.