多域环境下fMRI图像的保护研究

Arcangelo Castiglione, A. D. Santis, Raffaele Pizzolante, Aniello Castiglione, V. Loia, F. Palmieri
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引用次数: 26

摘要

功能磁共振成像为研究人员提供了一种有效的非侵入性工具来了解大脑功能并将其与大脑活动联系起来。随着互联网的日益普及,这些图像可以以多种方式交换,从而允许新的研究和医疗服务。另一方面,由于严格的伦理、立法和诊断意义所产生的特殊特征,确保交换fMRI数据的安全性成为一个主要问题。因此,防止未经授权的篡改和盗用是非常重要的。在处理像互联网这样的开放环境时,风险会增加。出于这个原因,需要确保保护此类数据的安全机制。本文介绍了一种专门针对这类图像设计的水印方案。特别地,该方案属于脆弱可逆水印的范畴。通过实验验证了该方案的有效性。最后,通过使用所提出的方案,我们展示了如何创建一个分布式安全解决方案来模拟多域环境,以确保这些图像的真实性和完整性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the Protection of fMRI Images in Multi-domain Environments
Functional Magnetic Resonance Imaging provides researchers with an effective and non-invasive tool to understand cerebral functions and correlate them with brain activities. With the ever increasing diffusion of the Internet such images may be exchanged in several ways, thus allowing new research and medical services. On the other hand, ensuring the security of exchanged fMRI data becomes a main concern, due to the special characteristics arising from strict ethics, legislative and diagnostic implications. So it is very important to prevent unauthorized manipulation and misappropriation of such images. The risks are increased when dealing with open environments like the Internet. For this reason, security mechanisms which ensure protection of such data are required. In this paper we introduce a watermarking scheme explicitly designed for this kind of images. In particular, such a scheme belongs to the category of fragile reversible watermarking. The validity of this scheme has been demonstrated through testing. Finally, by using the proposed scheme, we show how to create a distributed security solution that models a multi-domain environment, for ensuring authenticity and integrity of such images.
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