Leave quickly and secretly because of wrongdoing (7)
I believe the answer is:
abscond
(Other definitions for abscond that I've seen before include "Flee" , "Steal away" , "Make off, bolt" , "Run away secretly" , "Leave hurriedly (to avoid arrest)" .)