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 language | English |
|---|---|
| Title of host publication | 2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 612-617 |
| Number of pages | 6 |
| ISBN (Electronic) | 9798350309225 |
| DOIs | |
| Publication status | Published - 2023 |
| Event | 2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Lombok, Indonesia Duration: 14 Nov 2023 → 15 Nov 2023 |
Publication series
| Name | 2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 - Proceedings |
|---|
Conference
| Conference | 2023 International Conference on Advanced Mechatronics, Intelligent Manufacture and Industrial Automation, ICAMIMIA 2023 |
|---|---|
| Country/Territory | Indonesia |
| City | Lombok |
| Period | 14/11/23 → 15/11/23 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- Dimensional Reduction
- Encryption
- Reversible Data Hiding
- Steganography
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