All diets plateau - however with Atkins its a good idea to take measurements as well as weigh - even better actually.
A lot of Atkins dieters plateau at a weight and find they put on some muscle - which shows on the tape measure but not on the scale.
Stick with it, add some exercise and start taking measurements.
Fawn