Back you up = verbally agree/say that yes, you are correct/say that you are not lying
Assist = physically and tangibly help, e.g. write part of the report, do some research for you, contact places...
Support = more general meaning; perhaps you assist, perhaps you provide emotional support/listen to their problems, perhaps financial support, perhaps business advice, perhaps you back them up, etc.