Don't even think of lying on forms.
They check public records, contact law enforcement including FBI. Citations are typically logged in the systems USCIS has direct or indirect access to. Especially if you were fingerprinted, it's not a brainer. Nobody knows all the details, but immigrants go through elaborate background checks.