AN EFFICIENT METHOD OF DATA HIDING FOR DIGITAL COLOUR IMAGES BASED ON VARIANT EXPANSION AND MODULUS FUNCTION

被引:0
|
作者
Zulqarnain, Muhammad [1 ,5 ]
Ghouse, Muhammad Ghulam [1 ]
Sharif, Wareesa [2 ]
Jilanie, Ghulam [3 ]
Shifa, Amna [4 ]
机构
[1] Univ Tun Hussein Onn Malaysia, Fac Comp Sci & Informat Technol, Batu Pahat 86400, Johor, Malaysia
[2] Islamia Univ Bahawalpur, Fac Comp Sci, Bahawalpur, Punjab, Pakistan
[3] Comsats Univ Islamabad, Dept Comp Sci, Lahore Campus, Islamabad, Pakistan
[4] Islamia Univ Bahawalpur, Dept Comp Sci & IT, Bahawalpur, Punjab, Pakistan
[5] Riphah Int Univ, Riphah Coll Comp, Faisalabad Campus, Faisalabad, Punjab, Pakistan
来源
JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY | 2021年 / 16卷 / 05期
关键词
Confidential data; Data hiding; Data protection; Steganography; Variant expansion; STEGANOGRAPHY ALGORITHM; DIFFERENCE EXPANSION; PVD; ENCRYPTION; SCHEME;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Nowadays information security over unsecured communication channels has become one of the superior challenging issues in this highly digitalized world. These issues have led to the application of the cryptography technique as a mean for securing data by encrypting them. The purpose of steganographic techniques considers three main key issues: high embedding capacity, good visual quality and security. In this paper, we present a better information concealing approach based on variant expansion and modulus function. It presents an improved methodology of steganography which enhance the ability of the concealed secret data and provides the high security of the stego-colour image. The proposed method adaptively considers the suitable embedding direction for each colour scale according to the higher embedding capacity. However, the previous approach has only examined smooth areas of an image where the difference value is 0 or 1 while neglecting other values for data hiding. Due to this limitation, the result is a decrease in the embedding capacity for all images containing some straight ranges. Therefore, a developed new method that selects both positive and negative difference values to hide secret data. From our experimental results and discussion, we demonstrate that our developed method obtains a higher capacity with peak signal-to-noise ratio (PSNR) of 54.74 dB, 52.68 dB, 46.37 dB, 54.08 dB, and 53.21 dB, for the respective images. Furthermore, the proposed method is tested for its effectiveness on different types of standard colour images and results showed enhanced imperceptibility of the stego image compared to state-of-the-art data hiding methods based on encoding function while maintaining suitable image quality.
引用
收藏
页码:4160 / 4180
页数:21
相关论文
共 50 条
  • [21] Multisource Data Hiding in Digital Images
    Wang, Zichi
    SYMMETRY-BASEL, 2022, 14 (05):
  • [22] Data hiding in digital images using a partial optimization technique based on the classical LSB method
    Akar, Feyzi
    Yalman, Yildiray
    Varol, Huseyin Selcuk
    TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2013, 21 : 2037 - 2047
  • [23] An Optimal Information Hiding Approach Based on Pixel Value Differencing and Modulus Function
    Sahu, Aditya Kumar
    Swain, Gandharba
    WIRELESS PERSONAL COMMUNICATIONS, 2019, 108 (01) : 159 - 174
  • [24] AN IMPROVED ALGORITHM FOR DATA HIDING IN COMPRESSED DIGITAL IMAGES BASED ON PM1 METHOD
    Evsutin, O. O.
    Kokurina, A. S.
    Shelupanov, A. A.
    Shepelev, I. I.
    COMPUTER OPTICS, 2015, 39 (04) : 572 - 581
  • [25] Adaptive and non-adaptive data hiding methods for grayscale images based on modulus function
    Maleki, Najme
    Jalali, Mehrdad
    Jahan, Majid Vafaei
    EGYPTIAN INFORMATICS JOURNAL, 2014, 15 (02) : 115 - 127
  • [26] Hiding Secret Data in Grayscale Images by Improving the Method of Reduced Difference Expansion
    Syahlan, Zainal
    Ahmad, Tohari
    PROCEEDINGS OF 2019 12TH INTERNATIONAL CONFERENCE ON INFORMATION & COMMUNICATION TECHNOLOGY AND SYSTEM (ICTS), 2019, : 158 - 163
  • [27] Reversible Data Hiding Method for Interpolated Images Based on Modulo Operation and Prediction-Error Expansion
    Fan, Mengting
    Zhong, Siyao
    Xiong, Xiangguang
    IEEE ACCESS, 2023, 11 : 27290 - 27302
  • [28] Difference Expansion-Based Data Hiding Method by Changing Expansion Media
    Ahmad, Tohari
    Firmansyah, Diksy M.
    Angreni, Dwi S.
    RECENT ADVANCES ON SOFT COMPUTING AND DATA MINING, 2017, 549 : 414 - 423
  • [29] A New Data Hiding Algorithm Based on Direction Vector for Digital Images
    Tuncer, Turker
    Aver, Engin
    2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2015, : 1753 - 1756
  • [30] Neural networks-based data hiding in digital images: Overview
    Dzhanashia, Kristina
    Evsutin, Oleg
    NEUROCOMPUTING, 2024, 581