A privacy screen attachment apparatus can include a connection mechanism configured for attachment or releasable attachment to a bottom of a work surface and/or a perimeter edge of the work surface for retaining a privacy screen body at the perimeter edge of the work surface so the body extends above the work surface. In some embodiments, the screen body can include the connection mechanism such that a portion of the screen body is foldable for attachment to the bottom of the work surface while a lower portion above the foldable portion is attachable to the perimeter edge of the work surface. In other embodiments, the connection mechanism can be a separate element that is positioned to retain or otherwise position a lower edge portion of the privacy screen body adjacent the perimeter edge of the work surface and/or in contact with the perimeter edge of the work surface.