使用混合加密方案在不安全网络上传输放射学图像

Rahul N, M. N, Manuel Manuel, Rajendra Kurady
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引用次数: 0

摘要

在本文中。提出了一种混合加密方案,用于在放射学网络中安全传输医学图像数据集。提出的方法使用RSA (Rivest-Shamir-Adleman)加密技术。, XOR技术,以及从MRI扫描图像的3D体积中数字重建的x线图像(DRR)图像。首先对感兴趣体积(VOI)进行分割,然后在矢状方向上计算分割体积上的DRR图像。DRR图像的像素与所有图像切片进行xor。所有图像和DRR图像分别使用RSA技术加密并传输。在接收端,对接收到的所有图像进行异或,保留原始切片,重新分割VOI,重新计算DRR。现在,通过直方图比较、MSE和Mean绝对偏差,比较接收到的DRR和重新计算的DRR对图像内容变化的影响。通过添加图像、删除图像和在发送图像之前修改图像的像素来测试数据完整性冲突。该方法应用于50个(n=50)样本。在执行的所有上述测试用例中,该方法正确地识别了数据完整性违规。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Transmission of radiology images over an Unsecure Network Using Hybrid Encryption Schemes
In this paper., we propose a hybrid encryption scheme to transmit the medical image dataset securely in radiology networks. The proposed methodology uses the RSA (Rivest-Shamir-Adleman) encryption technique., XOR technique, and the digitally reconstructed Radiograph (DRR) image from the 3D volume of MRI scan images. As a first step, the volume of interest (VOI) was segmented and then computed the DRR image on the segmented volume in the sagittal direction. The pixels of the DRR image was XORed with all the image slices. All the images and the DRR image were encrypted separately using the RSA technique and transmitted. At the receiver, the XOR was applied to all the received images, the original slices were retained, VOI was segmented again, and the DRR was recomputed. Now, the received DRR and the recomputed DRR were compared for the changes in the image content through histogram comparison, MSE, and Mean absolute deviation. The data integrity violation was tested by adding an image, deleting an image, and modifying the pixels of the image before sending it. The method was applied to fifty (n=50) samples. In all the above test cases performed, the method identified the data integrity violation correctly.
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