One-Shot Information Hiding
We present a one-shot information-theoretic analysis of the information hiding problem, which has a wide range of applications including watermarking, fingerprinting, steganogra-phy and copyright protection. The problem can be viewed as a game: one party includes an information hider and a decoder, where the former embeds a message into a host data source and introduces some tolerable distortion, and the latter wishes to reconstruct the message; another party is an attacker that is modeled as a noisy channel which aims at removing the hidden information. We derive a one-shot achievability result using the Poisson matching lemma. Unlike previous asymptotic results, our result applies to any distribution of the host data, and any class of attack channels (not necessarily memoryless or ergodic).
Authors
- Yanxiao Liu
- Cheuk Ting Li
Institutions
- Chinese University of Hong Kong (HK)
Publication Details
- Published
- 2024-11-24
- DOI
- https://doi.org/10.1109/itw61385.2024.10806963
- Citations
- 1
- Primary Topic
- Advanced Steganography and Watermarking Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.25
Funders
- Chinese University of Hong Kong