... If you use Simplify3D, you can manually place support where you want it and remove it in undesired areas if you did auto generation first. Also there is a great feature that says "support only if in contact with bed" which precludes it from doing support starting on the part (bottom of support MUST be on the bed).
Both would be useful to you in this situation.