一个普通人,一台笔记本电脑和一个梦想:评估自制政治深度造假的效力

IF 2.1 3区 心理学 Q2 PSYCHOLOGY, EXPERIMENTAL
Gillian Murphy, Didier Ching, Eoghan Meehan, John Twomey, Aaron Bolger, Conor Linehan
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引用次数: 0

摘要

学术和媒体评论认为,深度假视频是有问题的,因为它们比以前的错误信息更容易制作,也更有影响力。令人惊讶的是,很少有研究通过实验来验证这些说法。在这项研究中,我们要求一名一年级本科生使用易于获得的在线工具快速创建政治深度伪造。我们通过实验比较了通过深度假视频传递的错误信息与通过文本和合成音频格式传递的错误信息的有效性(N = 443)。深度造假在为编造的政治丑闻植入虚假记忆方面很有效,在某些情况下,报告的投票意向减少了20%。然而,它们并不总是比简单的文本更有效。在一项后续研究中(N = 300),我们证实我们有效地询问了参与者,并没有对他们的信念或记忆造成持久的可测量的变化。我们鼓励对深度伪造技术的新特性进行进一步的批判性研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

An Average Joe, a Laptop, and a Dream: Assessing the Potency of Homemade Political Deepfakes

An Average Joe, a Laptop, and a Dream: Assessing the Potency of Homemade Political Deepfakes

Academic and media commentary suggests that deepfake videos are problematic because they are both more easily created and more potent than previous forms of misinformation. Surprisingly, there is little research that experimentally tests these claims. In this study, we tasked a first-year undergraduate student with quickly creating political deepfakes using easily available online tools. We experimentally compared the effectiveness of misinformation delivered through those deepfake videos against misinformation delivered through text and synthetic audio format (N = 443). Deepfakes were effective at planting false memories for fabricated political scandals and, in some cases, reduced reported voting intention by up to 20%. However, they were not consistently more effective than simple text. In a follow-up study (N = 300), we confirmed that we effectively debriefed participants and caused no lasting measurable changes to their beliefs or memories. We encourage further critical study of the novel properties of deepfake technology.

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来源期刊
Applied Cognitive Psychology
Applied Cognitive Psychology PSYCHOLOGY, EXPERIMENTAL-
CiteScore
4.30
自引率
8.30%
发文量
111
期刊介绍: Applied Cognitive Psychology seeks to publish the best papers dealing with psychological analyses of memory, learning, thinking, problem solving, language, and consciousness as they occur in the real world. Applied Cognitive Psychology will publish papers on a wide variety of issues and from diverse theoretical perspectives. The journal focuses on studies of human performance and basic cognitive skills in everyday environments including, but not restricted to, studies of eyewitness memory, autobiographical memory, spatial cognition, skill training, expertise and skilled behaviour. Articles will normally combine realistic investigations of real world events with appropriate theoretical analyses and proper appraisal of practical implications.
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