Ebola virus disease (EVD) in West Africa is spreading rapidly, and there is a critical need for a vaccine to prevent EVD. There are two candidate Ebola virus vaccines, the chimpanzee adenovirus 3 (ChAd3-EBO Z)-based vaccine and the Vesicular Stomatitis virus (VSVdeltaG-ZEBOV)-based vaccine. This study will evaluate both of these vaccines in a randomized, double-blind, controlled, 3-arm study in Liberia. Each vaccine will be compared against the same active control. Because there are limited data on the safety of these vaccines, the initial phase (phase 2) of the study will include the collection of more detailed data on safety and will define the immune response elicited by each vaccine in the first 600 volunteers. With the decline in new cases of Ebola virus infection the phase 3 component was no longer deemed to be feasible and, following safety, ethical and FDA approve/concurrence, the study was amended to a more robust, 1,500 person phase 2 design.