图像取证工具(IFT):图像检索、篡改检测和分类

IF 0.6 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS International Journal of Digital Crime and Forensics Pub Date : 2021-11-01 DOI:10.4018/ijdcf.287606
Digambar Pawar, Mayank Gajpal
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引用次数: 0

摘要

如今,图像经常被用作任何网络犯罪的认证证据。不能保持真实的图像可能会误导法庭。快速和动态发展的技术质疑对图像完整性的信任。篡改主要是指在不留下任何明显痕迹的情况下增加或删除图像的重要特征。在早期,数字签名被用来保持完整性,但是现在有各种各样的工具可以篡改数字签名。即使在各种最先进的篡改检测工作中,在输入类型和篡改检测类型方面也存在各种限制。在本文中,研究人员提出了一种工具形式的原型模型,该工具将从给定的数字证据中检索所有图像文件并检测图像中的篡改。对于不同类型的篡改,使用了不同的篡改检测算法。该原型将检测图像文件是否被篡改,并根据篡改类型对图像文件进行分组。
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Image Forensic Tool (IFT): Image Retrieval, Tampering Detection, and Classification
Images now-a-days are often used as an authenticated proof for any cyber-crime. Images that do not remain genuine can mislead the court of law. The fast and dynamically growing technology doubts the trust in the integrity of images. Tampering mostly refers to adding or removing important features from an image without leaving any obvious trace. In earlier days, digital signatures were used to preserve the integrity, but now a days various tools are available to tamper digital signatures as well. Even in various state-of-the-art works in tamper detection, there are various restrictions in the type of inputs and the type of tampering detection. In this paper, the researchers propose a prototype model in the form of a tool that will retrieve all the image files from given digital evidence and detect tampering in the images. For various types of tampering, different tampering detection algorithms have been used. The proposed prototype will detect if tampering has been done or not and will classify the image files into groups based on the type of tampering.
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来源期刊
International Journal of Digital Crime and Forensics
International Journal of Digital Crime and Forensics COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
2.70
自引率
0.00%
发文量
15
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