System and method of digital steganography
A digital steganography system comprises a message sender in electronic communication with a message receiver through a social media platform. The message sender uses a compute device configured to conceal a secret digital message in the semantic components of a digitally synthesized image which is uploaded onto the social media platform and published in a social media post. As part of the message encoding process, the compute device for the message sender coverts the digital message into binary code, applies encryption and error-correction algorithms, and then implements image synthetization operations to yield the digitally synthesized image. The message receiver is provided with a compute device configured to identify the social media post, automatically download the synthesized image, and apply an inverse set of the image synthetization operations to yield binary code which is subsequently decoded and decrypted in order to extract the original covert message.
1. A method of digital steganography, comprising the steps of:
(a) constructing a digital message using a compute device;
(b) converting the digital message into binary code; and
(c) synthesizing a digital image from the digital message using the compute device, the digital image having semantic components;
(d) wherein, as part of the synthetization step, the binary code is directly embedded into the semantic components of the synthesized digital image using a fully invertible image synthetization operation, the image synthetization operation including at least one artificial intelligence and machine learning algorithm for producing the synthesized image from binary code, wherein invertible normalizing flow modeling is utilized to produce the synthesized image from binary code.
2. The method as claimed in claim 1 further comprising the step of, after the conversion step and prior to the synthesizing step, digitally encrypting the binary code using the compute device to yield encrypted binary code.
3. The method as claimed in claim 2 wherein, in the encrypting step, the compute device applies an advance encryption standard (AES) encryption algorithm to the binary code to yield the encrypted binary code.
4. The method as claimed in claim 2 further comprising the step of, after the encrypting step and prior to the synthesizing step, applying error-correction algorithms to the encrypted binary code using the compute device.
5. The method as claimed in claim 4 wherein the error-correction algorithms include forward error correction algorithms and message embedding algorithms.
6. The method as claimed in claim 4 further comprising the step of, after the synthetization step, transmitting the synthesized image over a communication medium.
7. The method as claimed in claim 6 wherein, as part of the transmission step, the synthesized image is posted onto a social media platform.