You can be convicted without any witnesses.
DNA, fingerprints, video, your mere presence at a crime scene, driving without a license, a police officer's observation, DUI, sitting behind the wheel of car idling in a parking lot, or trace evidence are all examples of things that can cause you to be convicted of a crime.
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