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Region Secure and Pattern Based Alternate 2B-3C Steganography Approach for Data Security in Color Images

机译:区域安全和基于模式的替代2B-3C隐写方法,用于彩色图像中的数据安全性

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Background and Objective: The public and group communication carried out in the social, cloud, and mobile networks suffer from unauthorized users. The data security is required for secure authentication, monetary transactions and other sensitive information. The steganography methods empower the user with invulnerable communication in public domain. In this paper, a region secure and pattern based alternate 2B-3C (2Bit-3Channel) Steganography method is proposed to improve the content reliability and data security. Method: In this method, the cover pixels are retrieved by applying the spiral rectangular pattern over the cover image. This spiral pattern also secures the core content region and the pixels from the core ROI (Region of Interest) is used as a cover only for larger size secret information. In this proposed steganography method, two channels are considered alternatively based on the defined rules. The LSB (Least Significant Bit) of both channels is XOR with input data bits and key to perform data hiding. The method is applied on real time color images taken from COREL and USC-SIPI-ID. The evaluation of proposed steganography approach is done using MSE (Mean Square Error), PSNR (Peak Signal-to-Noise Ratio), BER (Bit Error Rate), NCC (Normalized Cross Correlation) and SSIM (Structural Similarity Index Matrix). Result: The comparative results are generated for 50 real time images against the existing LSB (Least Significant Bit), LSBM (Least Significant Bit Modulation), LSBMR (Least Significant bit Matched Revisited), SCC (Stego Color Cycle), SHSI (Simple Hue-Saturation-Intensity), HISMLSB(Simple Hue-Saturation-Intensity-Modified LSB) and IMMEA(Iterative Magic Matrix Encryption Algorithm) methods. Conclusion: The experimentation results verified that the proposed 2B-3C approach improved the data hiding in qualitative and quantitative aspects.
机译:背景和目标:在社交,云和移动网络中进行的公众和团体沟通遭受未经授权的用户。安全身份验证,货币交易和其他敏感信息所需的数据安全性。隐写术方法使用户在公共领域的无懈可击通信授权用户。在本文中,提出了一种区域安全和基于模式的替代2B-3C(2bit-3Channel)隐写方法以提高内容可靠性和数据安全性。方法:在该方法中,通过在覆盖图像上施加螺旋矩形图案来检索盖子像素。这种螺旋模式还保护核心内容区域,并且来自核心ROI(感兴趣区域)的像素仅用作用于更大尺寸的秘密信息的盖子。在该提出的隐写法方法中,基于所定义的规则可替代地考虑两个通道。两个通道的LSB(最低有效位)是具有输入数据位和键的XOR,以执行数据隐藏。该方法应用于从Corel和USC-SIPI-ID拍摄的实时彩色图像上。所提出的隐写方法的评估是使用MSE(均方误差),PSNR(峰值信噪比),BER(误码率),NCC(归一化交叉相关)和SSIM(结构相似度指数矩阵)进行的。结果:对现有LSB(最低有效位)的50个实时图像产生的比较结果,LSBM(最低有效位调制),LSBMR(最低有效位匹配重新匹配),SCC(STEGO颜色循环),SHSI(简单的色调 - 饱和强度),HismLSB(简单的色调饱和 - 强度改性LSB)和ImmeA(迭代魔术矩阵加密算法)方法。结论:实验结果证实,所提出的2B-3C方法改善了定性和定量方面的数据。

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