Shadow profiles in social networks contain information about people who are not members. At the moment, shadow profiles are almost impossible to prevent using technical means, pose a collective problem for society and are a matter that has gone virtually unregulated so far. This is where the Center for Human | Data | Society at the University of Konstanz brings its perspective to the table: “Individual solutions will not fully protect our privacy.”