Image hiding by optimal LSB substitution and genetic algorithm

By Ran-Zan Wang, Chi-Fang Lin, Ja-Chen Lin. Pattern Recognition, 2001

810 citations recorded by the source corpus.

Subfields: Computer Vision and Pattern Recognition

View Paper: https://www.semanticscholar.org/paper/76d60e606aab707b8fc44fd6099eda7dd6ebbeb4

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In Computer Vision and Pattern Recognition

Citations in the corpus

A high quality steganographic method with pixel-value differencing and modulus function (2008, methodology): “based on the LSB technique, a genetic algorithm of optimal LSB substitution is now also available to improve the stego-image quality of the simple LSB method (Wang et al., 2001).”
A simple and high-hiding capacity method for hiding digit-by-digit data in images based on modulus function (2003, methodology): “(5) the expectation value of our MSE will not exceed that of the LSB substitution method (Properties 4′ and 4′′).”
Image steganographic scheme based on pixel-value differencing and LSB replacement methods (2005, methodology): “proposed a method of exhaustive least-significantbit substitution to improve the security and the quality of the stego-image [13].”
Finding optimal least-significant-bit substitution in image hiding by dynamic programming strategy (2003, methodology): “To improve the security and the quality of the stego-image, a method of exhaustive least-signi"cant-bit substitution is presented in [8].”
ReDMark: Framework for residual diffusion watermarking based on deep networks (2018, methodology): “Embedding watermark bits in LBS of image pixels is an example of such methods [30].”
Reversible hiding in DCT-based compressed images (2007, background): “Basically, hiding the subjects of steganographies involves the spatial [1,3,5,14,15,17,19] and frequency [2,12,13] domains of host images.”
Hiding data in images by simple LSB substitution (2004, neutral): “Interval 2 : −2k−16 i6 2k−1; Interval 3 : −2 ¡ i ¡− 2k−1: (8)”
Adaptive Data Hiding in Edge Areas of Images With Spatial LSB Domain Systems (2008, neutral): “icant-bit (LSB) substitution [9]–[11].”
Reversible image hiding scheme using predictive coding and histogram shifting (2009, background): “Quite a few data hiding schemes modify the original medium to embed the secret message without the capability to recover the host medium after the secret message is extracted [1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11].”