Encrypt
 % tar cz folder_to_encrypt | \
      openssl enc -aes-256-cbc -e > out.tar.gz.enc

Decrypt

 % openssl aes-256-cbc -d -in out.tar.gz.enc | tar xz

Or using gpg

 % gpg --encrypt out.tar.gz