This document proposes a scheme to enhance the security of visual cryptographic shares by encrypting the shares using public key encryption. It discusses visual cryptography and how shares can be intercepted if transmitted over a public network. The proposed scheme generates shares using visual cryptography, then encrypts each share using RSA public key encryption. At the destination, the shares are decrypted using RSA and then overlapped using visual cryptography to reveal the secret image. Experimental results show that an adversary unable to decrypt the encrypted shares without the private key, but the secret image is revealed when decrypting and overlapping the correct shares. The scheme provides double security to secret images during transmission over public networks.