ALMA surveys have suggested that the dust in Class II disks may not be enough to explain the averaged solid mass in exoplanets , under the assumption that the mm disk continuum emission is optically thin . This optically thin assumption seems to be supported by recent DSHARP observations where the measured optical depths of spatially resolved disks are mostly less than one . However , we point out that dust scattering can considerably reduce the emission from an optically thick region . If that scattering is ignored , the optical depth will be considerably underestimated . An optically thick disk with scattering can be misidentified as an optically thin disk . Dust scattering in more inclined disks can reduce the intensity even further , making the disk look even fainter . The measured optical depth of \sim 0.6 in several DSHARP disks can be naturally explained by optically thick dust with an albedo of \sim 0.9 at 1.25 mm . Using the DSHARP opacity , this albedo corresponds to a dust population with the maximum grain size ( s _ { max } ) of 0.1-1 mm . For optically thick scattering disks , the measured spectral index \alpha can be either larger or smaller than 2 depending on if the dust albedo increases or decreases with wavelength . Using the DSHARP opacity , \alpha < 2 corresponds to s _ { max } of 0.03-0.3 mm . We describe how this optically thick scattering scenario could explain the observed scaling between submm continuum sizes and luminosities , and might help ease the tension between the dust size constraints from polarization and dust continuum measurements . We suggest that a significant amount of disk mass can be hidden from ALMA observations at short millimeter wavelengths . For compact disks smaller than 30 au , we can easily underestimate the dust mass by more than a factor of 10 . Longer wavelength observations ( e.g . VLA or SKA ) are desired to probe the dust mass in disks .