Eyewitness misidentification. Eyewitnesses who are not sure about what they saw commonly misidentify defendants in police lineups or other identification methods. Misleading evidence. Circumstantial evidence such as being at the wrong place at the wrong time can lead a defendant to be falsely accused of a crime.