Detective: Bill has been accused of committing the burglary at the warehouse last night.
Conclusion
Bill did not commit the burglary.
Evidence
Even though he's been accused, no one saw him in the vicinity of the warehouse.
Evaluation
Just because we don't have an eyewitness doesn't show that Bill is innocent. This is the famous Unproven vs. Proven False flaw.
Goal
Look for an answer calling out the Unproven vs. Proven False flaw, or one that otherwise makes the objection that Bill could be guilty even if there are no eyewitnesses.