Stealth camping legal in the states?

[JohnSil]

I'm just burning some time and watching some YouTube and just found this video of this British gal doing some stealth camping and this looks like a bit of fun. However is this even legal in the states?

 

[Travis]

If you aren't hurting anyone/property and no trespassing signs, it's free game.