To characterize the perception of Ebola virus disease (EVD) in Guinea, we administered, from November 2014 to February 2015, a questionnaire to a convenience sample of 200 lay people in Conakry and a group of 8 physicians. We found widespread misconceptions among lay people, including that praying to God can protect against EVD, that traditional healers are more competent than physicians in treating EVD, that people get infected through physical proximity without contact, that the Ebola epidemic is the result of Western bioterrorism experiments, that Western medical staff disseminated the virus, and that the purpose of quarantine measures is to hasten the death of Ebola patients. Major educational interventions, sensitive to local cultural beliefs, are needed to overcome the misconceptions about Ebola in Guinea.