The invention relates to the novel cotton variety designated 17R028. Provided by the invention are the seeds, plants, plant parts and derivatives of the cotton variety 17R028. Also provided by the invention are methods of using cotton variety 17R028 and products derived therefrom. Still further provided by the invention are methods for producing cotton plants by crossing the cotton variety 17R028 with itself or another cotton variety and plants and seeds produced by such methods.