Cryptography Reference
In-Depth Information
sometimes complain about an tiny added bit of echo added as a wa-
termark. This process still continues to require an artist's touch.
15.5 Summary
There is no reason to stop with just moving lines of text or adding
echos. Any synthetic file can be tweaked during the construction.
The real challenge is creating detection algorithms that will detect
and extract the changes from the files. In some cases, the data is
readily available. An animated presentation developed in Macrome-
dia's Flash format, for instance, could encode information in the po-
sition and timing of the items. This data is easy to extract from the
files using the publicly distributed information about the file format.
If the data can't be extracted from the file many, many of the tech-
niques developed by the artificial intelligentisia for image and audio
analysis can be quite useful. Machine vision algorithms, for instance,
can extract the position and orientation of animated characters in a
movie. Echo detection and elimination tools used by audio engineers
can also help located echoes carring hidden information.
The Disguise Any synthetic file, be it text, sound, light, or maybe one
day smell, can carry information by tweaking the parameters
during synthesis.
How Secure Is It The security depends, to a large extent, on the na-
ture of the files and the skill of the artist. High-quality graphics
have many places where a slight twist of the head could carry
several bits of information without anyone noticing.
How to Use It Any of the steganographic techniques for tweaking
the least significant bits or adding in signals can be used on the
raw data used to guide the synthesis. To a large extent, all of the
techniques for steganography are just applied at an earlier step
in the process. For instance, an animator may choose the posi-
tion of a character's limbs and then feed this data to a render-
ing engine. The steganography is done just after the animator
chooses the position but before the rendering.
Further Reading
Siwei Lyu and Hany Farid analyzed the statistical structure
of the wavelet decomposition of images and found subtle
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