Interfacing and stabilizer are both used to support fabric while sewing, but they have key differences. Interfacing is fused with the garment, whereas stabilizer is removed after stitching. Also, interfacing looks like fabric, whereas a stabilizer resembles paper or film.
Lastly, interfacing loosens in one direction while being stiff in another; however, a stabilizer remains rigid in all directions.