1.
to move backwards in order to get away from sb/sth frightening or unpleasant :
As the riot police approached the crowd backed off.
2.
to stop threatening, criticizing or annoying sb :
Back off! There's no need to yell at me.
The press have agreed to back off and leave the couple alone.