This Viewpoint discusses ongoing harassment and threats against US public health officials who propose or take steps to protect communities from coronavirus disease 2019 (COVID-19) and it proposes possible responses, including a call to elected leaders to implement protection of the officials from illegal harassment, assault, and violence.