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Dual-layer security of image steganography based on IDEA and LSBG algorithm in the cloud environment

机译:云环境下基于IDEA和LSBG算法的图像隐写的双层安全性

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The architecture development of cloud computing technology is growing tremendously in recent times, which leads to improvement of scalability, accessibility and cost reduction measures in the IT sectors of all enterprises. In this service, the data storage without reviewing security policies and procedures is a challenging task and probabilities of extracting secret information by an unauthorized intervention are more. However, to prevent the breaches of security in the cloud service, the steganography art plays an essential role inthe data communication medium to improve the security measures, and it is an indispensable technique for hiding the secret information into a cover object. This paper describes the implementation of new steganography method with International Data Encryption Standard Algorithm (IDEA) and Least Significant Bit Grouping (LSBG) algorithm for embedding the secret information into an original image and extracting the same. The result shows the improvement of data embedding capacity and reduces the issues related to data security byeffective utilization of this new approach, which reveals the remarkable achievement of the combinational execution of steganography and cryptography technique. The IDEA and LSBG have some vital qualities such asdata confidentiality, integrity verification, capacity and robustness, which are crucial factors to achieve successful implementation of steganography process in data security system. The effectiveness and properties of the stego image can be evaluated by some specific measures like mean squared error, root mean squared error, peak signal to noise ratio and structural similarity index matrix to analyse the image quality. The results show that the proposed technique outperforms the existing methodologies and resolves the data security problem in datatransmission and storage system of cloud computing services.
机译:近年来,云计算技术的体系结构发展迅猛发展,这导致了所有企业IT部门的可扩展性,可访问性和成本降低措施的改善。在此服务中,不审查安全策略和过程的数据存储是一项艰巨的任务,并且通过未经授权的干预来提取秘密信息的可能性更大。然而,为了防止云服务中的安全性受到破坏,隐写术在数据通信介质中起着至关重要的作用,以改善安全性措施,并且它是将秘密信息隐藏到掩盖对象中必不可少的技术。本文介绍了使用国际数据加密标准算法(IDEA)和最低有效位分组(LSBG)算法将秘密信息嵌入原始图像并将其提取的新隐写方法的实现。结果表明,通过有效利用这种新方法,可以提高数据嵌入能力,并减少与数据安全性有关的问题,这表明隐秘技术与密码技术相结合执行的非凡成就。 IDEA和LSBG具有一些至关重要的品质,例如数据保密性,完整性验证,容量和鲁棒性,这是在数据安全系统中成功实现隐写术过程的关键因素。可以通过一些特定的方法(例如均方误差,均方根误差,峰信噪比和结构相似性指标矩阵)评估隐秘图像的有效性和特性,以分析图像质量。结果表明,该技术优于现有方法,解决了云计算服务数据传输和存储系统中的数据安全问题。

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