Enhanced reversible data hiding using difference expansion and modulus function with selective bit blocks in images

Abstract The rapid growth of Information and communication technology not only has positive impacts but also unveils opportunities for data and information security threats. In recent years, many researchers have worked on developing methods to enhance data security, particularly through data hiding techniques aimed at safeguarding communications by concealing their existence. With the same objective in mind, this study introduces a novel method for Reversible Data Hiding (RDH) based on a combination of difference expansion (DE) and a modulus function. Our method enables the embedding of 3-bit data into 2-bit Least Significant Bit (LSB) difference values of pixel pairs formed in rectangular blocks. Based on the experimental results, the payload capacity of our method can reach 0.3953 bpp with a PSNR of 53.5900 dB on common images and 0.5764 bpp with a PSNR of 52.9234 dB on medical images. Our method consistently achieves high payload capacity with good visual quality, and our method surpasses previous approaches in terms of performance, payload capacity, and visual quality.

Authors

Institutions

Publication Details

Journal
Cybersecurity
Published
2024-11-21
DOI
https://doi.org/10.1186/s42400-024-00251-7
Citations
8
Primary Topic
Advanced Steganography and Watermarking Techniques
Type
article
Field-Weighted Citation Impact
1.99

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Enhanced reversible data hiding using difference expansion and modulus function with selective bit blocks in images

Aulia Arham, Hanung Adi Nugroho
8 citations
Cybersecurity
Advanced Steganography and Watermarking Techniques
1.99
article

Enhanced reversible data hiding using difference expansion and modulus function with selective bit blocks in images

Aulia Arham, Hanung Adi Nugroho
article en
8 citations

Abstract

Abstract The rapid growth of Information and communication technology not only has positive impacts but also unveils opportunities for data and information security threats. In recent years, many researchers have worked on developing methods to enhance data security, particularly through data hiding techniques aimed at safeguarding communications by concealing their existence. With the same objective in mind, this study introduces a novel method for Reversible Data Hiding (RDH) based on a combination of difference expansion (DE) and a modulus function. Our method enables the embedding of 3-bit data into 2-bit Least Significant Bit (LSB) difference values of pixel pairs formed in rectangular blocks. Based on the experimental results, the payload capacity of our method can reach 0.3953 bpp with a PSNR of 53.5900 dB on common images and 0.5764 bpp with a PSNR of 52.9234 dB on medical images. Our method consistently achieves high payload capacity with good visual quality, and our method surpasses previous approaches in terms of performance, payload capacity, and visual quality.

CybersecurityVol. 7(1)
Universitas Gadjah Mada (ID), Universitas Islam Negeri Sumatera Utara (ID), Universitas Islam Negeri Imam Bonjol Padang
Universitas Gadjah Mada, Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi
Industry, innovation and infrastructure
Openalex Percentile: Top 12%
Advanced Steganography and Watermarking Techniques
1.99
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Enhanced reversible data hiding using difference expansion and modulus function with selective bit blocks in images — Aulia Arham, Hanung Adi Nugroho · Cybersecurity (2024) | TGRS Research Map | TGRS