Need for digital video communication is increasing day-by-day. In the very near future itself, video may become the dominant type of traffic over the Internet. A secure scheme of digital video communication is presented in this paper using a combination of both cryptography and steganography. Multiple encryptions at the transmitter side followed by data hiding and corresponding decryptions and the data retrieval at the receiver side are proposed here for preserving security. Triple-AES encryption standard is used here for doing encryption.