journal article·2024Open access

Elevating Image Steganography: A Fusion of MSB Matching and LSB Substitution for Enhanced Concealment Capabilities

Muhammad Zaman Ali, Omer Riaz, Hafiz Muhammad Hasnain, Waqas Sharif, Tenvir Ali, Gyu Sang Choi

Computers, Materials & Continua· Volume 79· Issue 2

Abstract

In today’s rapidly evolving landscape of communication technologies, ensuring the secure delivery of sensitive data has become an essential priority. To overcome these difficulties, different steganography and data encryption methods have been proposed by researchers to secure communications. Most of the proposed steganography techniques achieve higher embedding capacities without compromising visual imperceptibility using LSB substitution. In this work, we have an approach that utilizes a combination of Most Significant Bit (MSB) matching and Least Significant Bit (LSB) substitution. The proposed algorithm divides confidential messages into pairs of bits and connects them with the MSBs of individual pixels using pair matching, enabling the storage of 6 bits in one pixel by modifying a maximum of three bits. The proposed technique is evaluated using embedding capacity and Peak Signal-to-Noise Ratio (PSNR) score, we compared our work with the Zakariya scheme the results showed a significant increase in data concealment capacity. The achieved results of our work show that our algorithm demonstrates an improvement in hiding capacity from 11% to 22% for different data samples while maintaining a minimum Peak Signal-to-Noise Ratio (PSNR) of 37 dB. These findings highlight the effectiveness and trustworthiness of the proposed algorithm in securing the communication process and maintaining visual integrity.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Advanced Steganography and Watermarking Techniques · Chaos-based Image/Signal Encryption · Digital Media Forensic Detection

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (41)

Show source-provided references
1. Comparative analysis of different steganography technique for image or data security
2. A. Yahya, “ Introduction to steganography”. in Steganography Techniques for Digital Image. Cham, Switzerland: Springer International Publishing AG, 2018, pp. 1–7.10.1007/978-3-319-78597-4_1 ↗
3. Comprehensive survey of image steganography: Techniques, evaluations, and trends in future research10.1016/j.neucom.2018.06.075 ↗
4. An improved message capacity and security using divide and modulus function in spatial domain steganography
5. An improved image steganography technique using edge based data hiding in DCT domain10.1080/09720502.2020.1731949 ↗
6. A new COVID-19 medical image steganography based on dual encrypted data insertion into minimum mean intensity window of LSB of X-ray scans
7. A new image steganography method with optimum pixel similarity for data hiding in medical images10.1016/j.mehy.2020.109691 ↗
8. MI-STEG: A medical image steganalysis framework based on ensemble deep learning
9. Secure localisation of wireless devices with application to sensor networks using steganography10.1016/j.procs.2016.02.107 ↗
10. Testing methods for the efficiency of modern steganography solutions for mobile platforms
11. Lofgren · Digitally Watermaking Holograms for Use with Smart Cards · 2003 · 911
12. A novel multiple-level secret image sharing scheme10.1007/s11042-017-4512-5 ↗
13. Outsourcing chaotic selective image encryption to the cloud with steganography10.1016/j.dsp.2015.05.006 ↗
14. Network anomaly detection using deep learning techniques10.1049/cit2.12078 ↗
15. An efficient steganographic technique for hiding data10.1186/s42787-019-0061-6 ↗
16. A survey on image steganography and steganalysis
17. Current status and key issues in image steganography: A survey10.1016/j.cosrev.2014.09.001 ↗
18. A new method of coding for steganography based on LSB matching revisited10.1155/2021/6610678 ↗
19. A high-capacity image data hiding scheme using adaptive LSB substitution
20. High-payload block-based data hiding scheme using hybrid edge detector with minimal distortion10.1049/iet-ipr.2013.0584 ↗
21. A compressed LSB steganography method
22. Recursive information hiding scheme through LSB, PVD shift, and MPE10.1080/02564602.2016.1244496 ↗
23. Adaptive data hiding, using pixel-value-differencing and LSB substitution10.1080/01969722.2016.1214459 ↗
24. A new data hiding approach for image steganography based on visual color sensitivity10.1007/s11042-020-10224-w ↗
25. High capacity image steganography technique based on LSB substitution method10.18576/amis/100126 ↗
26. LSB image steganography with data compression technique using goldbach G0 code algorithm
27. Two level security in delivering message using encryption and steganography techniques
28. A steganographic method combining LSB substitution and PVD in a block10.1016/j.procs.2016.05.174 ↗
29. High-capacity image steganography with minimum modified bits based on data mapping and LSB substitution10.3390/app8112199 ↗
30. Data hiding in spatial color images on smartphones by adaptive RGB LSB replacement10.1587/transinf.2017EDL8232 ↗
31. Local binary pattern-based reversible data hiding10.1049/cit2.12130 ↗
32. Hiding data using efficient combination of RSA cryptography, and compression steganography techniques10.1109/ACCESS.2021.3060317 ↗
33. Competitive swarm optimization with encryption based steganography for digital image security
34. Adaptive payload distribution in multiple images steganography based on image texture features
35. A new payload partition strategy in color image steganography10.1109/TCSVT.2019.2896270 ↗
36. An enhanced LSB-image steganography using the hybrid canny-Sobel edge detection
37. An efficient EMD-based reversible data hiding technique using dual stego images
38. DNACDS: Cloud IoE big data security and accessing scheme based on DNA cryptography10.1007/s11704-022-2193-3 ↗
39. A secure cryptosystem using DNA cryptography and DNA steganography for the cloud-based IoT infrastructure10.1016/j.compeleceng.2022.108426 ↗
40. An adaptive image steganography method based on histogram of oriented gradient and PVD-LSB techniques10.1109/ACCESS.2019.2960254 ↗
41. “The USC-SIPI Image Database,” Signal and Image Processing Institute (SIPI), University of Southern California (USC). Accessed: Dec. 24, 2020. [Online]. Available: http://sipi.usc.edu/database/