An Efficient Reversible Data Hiding Scheme Using Modified CNN

Maintaining data integrity and privacy is challenging in this evolving world of technology where IoT and cloud Computing have become an integral part of our daily lives. One of the solutions is the Reversible Data-Hiding technique. In this paper, we proposed an asymmetric CNN with the combination of UNET predictor, which provides high accuracy compared to other existing predictors. The results obtained signify that the proposed scheme gives an improved embedding rate than other novel methods.

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Published
2025-05-29
DOI
https://doi.org/10.1109/netcrypt65877.2025.11102245
Primary Topic
Advanced Steganography and Watermarking Techniques
Type
article
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An Efficient Reversible Data Hiding Scheme Using Modified CNN

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Advanced Steganography and Watermarking Techniques
article

An Efficient Reversible Data Hiding Scheme Using Modified CNN

Sudhir Kumar Singh, Twinkle Tiwari, Anushka Gupta, Teevrat Garg, Parishi
article en

Abstract

Maintaining data integrity and privacy is challenging in this evolving world of technology where IoT and cloud Computing have become an integral part of our daily lives. One of the solutions is the Reversible Data-Hiding technique. In this paper, we proposed an asymmetric CNN with the combination of UNET predictor, which provides high accuracy compared to other existing predictors. The results obtained signify that the proposed scheme gives an improved embedding rate than other novel methods.

Indira Gandhi Delhi Technical University for Women (IN)
Openalex Percentile: Top 81%
Advanced Steganography and Watermarking Techniques
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