Reversible Data Hiding in Encrypted Images based on Interpolation Compression and Bits Distribution

Ivan Muhammad Nizar*, Ary Mazharuddin Shiddiqi

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Securing online data storage is paramount in the modern digital age, particularly when dealing with sensitive information. Reversible Data Hiding in Encrypted Images (RDHEI) emerges as a highly promising technological advancement that permits embedding confidential data within encrypted images. This study focuses on developing an RDHEI algorithm employing the interpolation method and bit distribution. Through the amalgamation of multiple interpolation algorithms, a comparative analysis is conducted to identify the optimal combination. This approach leverages interpolation for dimensional reduction within the image, thereby maximizing its storage capacity. Furthermore, the concealed data and the image can be restored to their original version utilizing the reverse algorithm. Experimental results demonstrated that linear interpolation and dimensional restoration using Lanczos interpolation yields the most favorable outcomes. These results showed significant achievements in an Embedding Rate (ER) score of up to 5,929 bits per pixel (bpp), a Structure Similarity Index (SSIM) score of 0.971, and a Peak Signal-to-Noise Ratio (PSNR) score of 38.722 dB. These results indicate that our proposed RDHEI algorithm can be a practical approach for data hiding.

Original languageEnglish
Title of host publication2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages612-617
Number of pages6
ISBN (Electronic)9798350309225
DOIs
Publication statusPublished - 2023
Event2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Lombok, Indonesia
Duration: 14 Nov 202315 Nov 2023

Publication series

Name2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings

Conference

Conference2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023
Country/TerritoryIndonesia
CityLombok
Period14/11/2315/11/23

Keywords

  • Dimensional Reduction
  • Encryption
  • Reversible Data Hiding
  • Steganography

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