The present study explores the impact of the 2015 and 2018 income tax reforms in Taiwan on the banking industry’s tax avoidance behavior and analyzes the different extents of tax avoidance between private and non-private banks. Existing literature in this line of research has largely excluded the banking industry in favor of non-financial industries. Therefore, the present study used data from banks as empirical evidence for an in-depth analysis. Results show that the 2015 financial reform resulted in significant active tax avoidance behavior by banks in consideration of the rising tax burdens placed on their major shareholders, and that after the 2018 income tax optimization plan was implemented, banks continue to engage in active tax avoidance as major shareholders still experienced a higher tax burden as compared to that under the full-deduction system. Furthermore, it was found that privately-owned banks experienced a smaller increase in the extent of tax avoidance compared to non-private banks following the implementation of the two tax reforms.