JPEG图像处理的图像取证分析(闪电讲座)

Seung-Ju Cha, Uijeong Kang, Eun-Jung Choi
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引用次数: 1

摘要

我们用图片作为证据。检测数字图像的被篡改区域变得越来越重要。但我们也面对伪造的照片来扭曲它。随着时间的流逝,这些虚构的图像变得更加复杂和无形。许多人试图改进图像取证技术来区分这种伪造的图像。在本文中,我们研究了如何检测使用有损压缩的JPEG图像格式等数字图像的操纵区域。我们利用有损压缩的特点,对JPEG格式的数字数据进行误差水平分析(error level analysis, ELA)来检测被篡改的图像。我们将展示错误级别分析(ELA)可以作为图像取证。通过这种分析,我们将能够更好地判断被操纵的图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Image Forensics Analysis of JPEG Image Manipulation (Lightning Talk)
We use pictures as evidence. It is increasingly important to detect the manipulated areas of digital images. But we also face fabricated photographs to distort it. As the days go by, the fabricated image becomes more sophisticated and invisible. Many people have tried to improve image forensics technology to distinguish this fabricated images. In this paper, We investigate how to detect manipulated areas of a digital image like JPEG image format that used lossy compression. We use the features of the lossy compression to detect the manipulated image by the error level analysis(ELA) that is the analysis digital data such as JPEG format. And we're going to show that the Error Level Analysis(ELA) can work as image forensics. Through this analysis, we will be able to better judge manipulated images.
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