深度伪造技术和检测方法的概览

Ahmed S Abdulreda, Ahmed J. Obaid
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引用次数: 11

摘要

深度造假是用不同的技术和方法改变图像或视频信息的过程,这些技术和方法从幽默和有趣开始,有时达到经济、政治和社会目的,如伪造、金融欺诈或冒充。这一领域的数据仍在以非常高的速度增长。因此。对抗和探索它们的过程是一项非常艰巨的任务。在本文中,我们对以前的研究进行了回顾,以及研究人员对深度伪造的研究。解释深度造假的概念。通过在伪造中使用的技术和算法伪造方法和技术和模式。一些深度造假检测算法。
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A landscape view of deepfake techniques and detection methods
Deep fakes is the process of changing the information of the image or video with different techniquesand methods that start with humor and fun and sometimes reach economic, political and social goalssuch as counterfeiting, financial fraud or impersonation. The data for this field is still increasing at avery high rate. And therefore. The process of combating and exploring them is a very difficult task.In this paper, we conducted a review of previous studies and what researchers dealt with on thesubject of deep fakes. Explain the concepts of deepfakes. Counterfeiting methods and techniquesand patterns through the techniques and algorithms used in counterfeiting. Some deepfake detectionalgorithms.
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