The gangs reportedly caused more than Bt300 million in damages to the country each year.
The Revenue Department and the National Police Office announced the arrests of three suspects Friday.
The gangs charge their customers a fee equivalent to 34 per cent of the total value of the products and services stated in fake tax invoices.