Even today there are no reliable tests for many drugs. Sometimes athletes go for ‘blood doping’ i.e. injecting back the red blood corpuscles of own blood shortly before competetion for which there is no test and it improves performance tremendously. There was systematic drug use in former east germany but only one player was caught.
i think in next olympics, they will go for genetic engineering to improve reflex or stamina or whatever.