Docker does do "Digital Signature Verification" as of release 1.3, although it is still in very early stages. This verification ensures that any official image you download has not been tampered with in transit. At the time of writing, some official images need to do more work with regards to ensuring files downloaded during the image building process are properly checked against stored hashes.
You may also want to look at this post on container provenance.