Mapping the 8-bit byte values of the file to pixel intensities (0–255) to create a grayscale image.

Using byte transition probabilities to create a "Markov image" that highlights the statistical structure of the archive.

The model compresses the massive amount of raw data into a high-dimensional vector (the "deep feature") that uniquely represents the file's content.