Tuskegee syphilis experiment
This experiment is infamous because none of the men being studied were told that they had syphilis.  Even after the 1940s, when doctors realized that penicillin could cure syphilis, the men were not given this cure, or any other treatment. The men were not told that they were not getting real treatment, or that a cure was available. This study raised many important questions about medical ethics.