混合云中增强隐私的像素级图像处理方法

Arash Nourian, Muthucumaru Maheswaran
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引用次数: 0

摘要

本文提出了一种基于混沌映射的图像编码方案,该方案允许在图像保持编码的同时对其应用像素级操作。使用这种图像编码方案,敏感图像可以被不受信任的公共云服务器操纵。在将图像上传到公共云服务器之前,由可信云服务器使用用户提供的密钥对它们进行编码。详细描述了基于混沌映射的图像编码算法,并对其进行了详细的安全性分析。我们的安全性分析表明,该编码方案对各种威胁具有鲁棒性。此外,我们在提出的编码上实现了许多像素级的图像滤波操作,发现开销小于20%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Approach for Privacy Enhanced Pixel-Level Image Processing in Hybrid Clouds
This paper presents a chaotic map based image encoding scheme that allows pixel-level operations to be applied on an image while it remains encoded. Using this image encoding scheme, sensitive images can be manipulated by untrusted public cloud servers. Before the images are uploaded onto the public cloud servers they are encoded using user supplied keys by trusted-cloud servers. We fully describe the chaotic map based image encoding algorithm and perform a detailed security analysis of it. Our security analysis demonstrates that the encoding scheme is robust against a wide variety of threats. Additionally, we implemented many pixel- level filtering operations on images over the proposed encoding and found that the overhead is less than 20%.
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