Journalistic style guides usually recommend using “innocent” rather than “not guilty” because the “not” could be easily lost during the writing / editing process. “Innocent” is not as precise as “not guilty,” but a typo with “innocent” is less likely to confuse / mislead readers or get a publication sued.