We present 870 μm ALMA observations of polarized dust emission toward the Class II protoplanetary disk IMLup. We find that the orientation of the polarized emission is along the minor axis of the disk, and that the value of the polarization fraction increases steadily toward the center of the disk, reaching a peak value of ∼1.1%. All of these characteristics are consistent with models of self-scattering of submillimeter-wave emission from an optically thin inclined disk. The distribution of the polarization position angles across the disk reveals that, while the average orientation is along the minor axis, the polarization orientations show a significant spread in angles; this can also be explained by models of pure scattering. We compare the polarization with that of the Class I/II source HLTau. A comparison of cuts of the polarization fraction across the major and minor axes of both sources reveals that IMLup has a substantially higher polarization fraction than HLTau toward the center of the disk. This enhanced polarization fraction could be due a number of factors, including higher optical depth in HLTau, or scattering by larger dust grains in the more evolved IMLup disk. However, models yield similar maximum grain sizes for both HLTau (72 μm) and IMLup (61 μm, this work). This reveals continued tension between grain-size estimates from scattering models and from models of the dust emission spectrum, which find that the bulk of the (unpolarized) emission in disks is most likely due to millimeter-sized (or even centimeter-sized) grains.