Provided herein are methods for treating multiple myeloma by administering canfosfamide or a pharmaceutically acceptable salt thereof as a monotherapy, and also by administering canfosfamide or a pharmaceutically acceptable salt thereof as part of novel combination therapies further comprising one or more of bortezomib, lenalidomide, vorinostat, carfilzomib, pomalidomide, and elotuzumab.