Cohen was never tried for a campaign finance violation, which carries a civil, monetary penalty, not criminal. He pleaded guilty to the violation in a deal with special prosecutor Robert Mueller. Why did Mueller want to pin a campaign finance violation on Cohen? Because it is the only way to implicate President Trump.