This review discusses the involvement of structure and modeling in the design of b-secretase (BACE-1) and g-secretase inhibitors as putative Alzheimer's Disease therapeutics. The early and broad availability of structural information for BACE-1, a membrane-tethered aspartyl protease, has led to the use of in silico methods in the overall design and optimization process. However, for g-secretase, an integral membrane protein, the lack of a detailed 3D structure has limited the application of computational methods. Drug Dev Res 70 : 70-93, 2009.