How can I ensure that ADP is not taking federal taxes from my paycheck?

To ensure that ADP is not deducting federal taxes from your paycheck, you can submit a new W-4 form to your employer with the appropriate withholding allowances that reflect your tax situation accurately. This will adjust the amount of federal taxes withheld from your paycheck by ADP.