As cases of COVID-19 continue to rise, some countries, including the US, Chile, and Germany, have considered issuing "immunity passports." This possibility has raised concerns and debate regarding their potential social, political and economic ramifications, especially for marginalized communities. This paper contributes to that debate by exposing that ways in which immunoprivilege already exists and operates within our present system of structural inequalities. Keywords COVID-19 • Immunoprivilege • Structural inequalities With cases of COVID-19 rising worldwide, some countries, including the US, Chile, and Germany, have considered issuing "immunity passports," or documentation showing that one has antibodies against the Novel Coronavirus (Mohapatra 2020). 1 Unsurprisingly, the possibility of such passports has sparked intense debate. Among these, some have argued that immunity passports may give way to a new system of "immunoprivilege." In the name of protecting public health, this system would potentially deny employment and educational opportunities, and even bar entry or use of certain services to those who lack passports. While the prospect of such a system may appear farfetched, there are reasons to be concerned. For example, Qantas, an Australian airline company, has already announced that it will require international travers to submit proof of COVID-19 vaccination before boarding their planes (Hart 2020). Alan Joyce, the CEO of Qantas, expects this restriction