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A Taxonomy of Audiovisual Fake Multimedia Content Creation Technology

机译:视听伪多媒体内容创建技术的分类

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摘要

The spread of fake and misleading multimedia content on social media has become commonplace and is effecting society and its decision procedures negatively in many ways. One special case of exploiting fake content is where the deceiver uses the credibility of a trustworthy source as the means of spreading disinformation. Thanks to advancements in technology, the creation of such content is becoming possible in audiovisual form with limited technical knowledge and at low cost. The potential harm of circulation of these content in media calls for the development of automated detection methods. This paper offers a categorization of such fake content creation technology in an attempt to facilitate further study on generalized countermeasures for their detection.
机译:伪造和误导性多媒体内容在社交媒体上的传播已变得司空见惯,并在许多方面对社会及其决策程序产生负面影响。利用伪造内容的一种特殊情况是,欺骗者将可信赖来源的信誉用作传播虚假信息的手段。由于技术的进步,以有限的技术知识和低成本以视听形式创建这种内容成为可能。这些内容在媒体中传播的潜在危害要求开发自动检测方法。本文对这种伪造的内容创建技术进行了分类,以试图促进对针对其检测的广义对策的进一步研究。

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