DO NOT REVERSE THE BLACK LOGO TO ACHIEVE THE WHITE LOGO.
This is a common error, and doing so results in an incorrect reproduction. White logo files exist at brand.jhu.edu as part of the logo download packs.
Since these are white logos, they need to be placed over a background color or image to be visible. The small format logo is shown here. See also scaling the logo.