对深度造假的意识:对深度造假的抵抗机制

Mohammad Faisal Bin Ahmed, M. Miah, Abhijit Bhowmik, Juniada Binti Sulaiman
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引用次数: 5

摘要

本研究的目的是发现接触Deepfake视频是否会使人们更好地检测Deepfake视频,以及这是否是对抗Deepfake的更好策略。在这项研究中,一群来自孟加拉国的志愿者。研究人员让这一组人观看了许多Deepfake视频,并问了一些后续问题,以验证他们在Deepfake视频背景下的意识和检测水平的提高。本研究分两个阶段进行,其中第二阶段进行验证任何推广。这些假视频是为特定的观众量身定制的,在合适的地方,是从头开始制作的。最后,对结果进行分析,并从获得的数据中推断出研究的目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Awareness to Deepfake: A resistance mechanism to Deepfake
The goal of this study is to find whether exposure to Deepfake videos makes people better at detecting Deepfake videos and whether it is a better strategy against fighting Deepfake. For this study a group of people from Bangladesh has volunteered. This group were exposed to a number of Deepfake videos and asked subsequent questions to verify improvement on their level of awareness and detection in context of Deepfake videos. This study has been performed in two phases, where second phase was performed to validate any generalization. The fake videos are tailored for the specific audience and where suited, are created from scratch. Finally, the results are analyzed, and the study’s goals are inferred from the obtained data.
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