Researchers have paid much attention to the performance implications of authoritarian leadership. However, less effort has been devoted to exploring its ethical consequences at work. Drawing on the social cognitive theory of morality, this study explores the indirect relationship between authoritarian leadership and subordinates’ unethical pro-organizational behaviors (UPB) via displacement of responsibility. A vignette-based experimental study (Study 1) and a time-lagged field study (Study 2) were conducted to test our hypotheses. Consistent findings were accumulated for the indirect relationship between authoritarian leadership and UPB through displacement of responsibility (both Study 1 and 2). Furthermore, this indirect relationship was stronger among employees with low level of moral efficacy (Study 2). We conclude this study by discussing the theoretical and practical implications of these findings.