Business casual. Slacks and button down shirt for guy, blouse and/or skirt or dress for female is fine.
The interview is pretty casual. Make sure you have questions for your interviewer and try to show your enthusiasm for your ECs, classes and why Duke would be a great fit.
Good luck!