Encrypting the hash with a random key before applying your private key adds an extra layer of security to the digital signature. This technique, sometimes called 'hash encryption with a random key', means an attacker would need both the random key and your private key to forge the signature. It strengthens the standard digital signature process which directly signs the hash with the private key.