Why didn’t Doc and Marty notice that the DeLorean had been used?
In the first movie, Doc explains the time circuits. There’s a display for where you’re going, where you’ve been, and where you are.
After old Biff yoinked the DeLorean and brought it back, the display for “where you’ve been” reads November 12, 1955.