In my opinion, the withdrawal of small papers will generally not affect the degree obtained, but it will reduce the credibility of the author. If it is withdrawn many times, it may be blacklisted.
If the manuscript is withdrawn because of academic misconduct, it may face serious consequences. Carefully consider and consult professionals before withdrawing the manuscript.