Face off – a semiotic technology study of software for making deepfakes

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
S. Poulsen
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引用次数: 1

Abstract

Deepfakes, an algorithm that transposes the face of one person onto the face of another person in images and film, is a digital technology that may fundamentally alter our belief in visual modality and thus presents alarming consequences for an image-centric culture. Not only are these face-translations now so advanced that it is virtually impossible for people to tell that they are fake – this technology is also becoming accessible to laypersons who, with little or no computer skills, can use them for all kinds of purposes, including criminal intentions like revenge porn and identity theft. It is therefore timely and crucial to explore the semiotic potential of deepfakes. This paper presents a semiotic technology perspective, i.e., the study of technology for meaning- making that is an emergent field in social semiotics, to report on findings from an ongoing study of how deepfake software is designed and used as a semiotic resource in erotic and political contexts. The paper advances the argument that the software is able to appropriate all signifiers of the face and their cultural history. Consequently, the semiotic operations of this technology prepare the ground for the problematic perspectives of synthetic facial imagery. On this basis, the paper calls for a critical awareness of taking visual representations of current events at face value and considers how deepfake technology is embedded in unsound sharing practices of visual artefacts that tamper with the rich meaning potential of the face.
Face off -一种用于制作深度伪造的软件符号学技术研究
Deepfakes是一种在图像和电影中将一个人的脸转换到另一个人脸上的算法,它是一种数字技术,可能会从根本上改变我们对视觉模态的信念,从而给以图像为中心的文化带来令人担忧的后果。这些人脸翻译现在不仅如此先进,人们几乎不可能分辨出它们是假的——这项技术也越来越容易被那些几乎没有或根本没有计算机技能的普通人使用,他们可以将其用于各种目的,包括报复性色情片和身份盗窃等犯罪意图。因此,探索deepfakes的符号学潜力是及时和关键的。本文从符号学技术的角度,即社会符号学中一个新兴领域的意义制造技术的研究,报告了一项正在进行的关于deepfake软件如何在情色和政治背景下被设计和用作符号资源的研究结果。本文提出了这样一种论点,即该软件能够适应面部的所有能指及其文化历史。因此,这项技术的符号学操作为合成面部图像的问题视角奠定了基础。在此基础上,本文呼吁人们对以表面价值看待当前事件的视觉表现有一种批判性的认识,并考虑深度伪造技术是如何嵌入到篡改人脸丰富意义潜力的视觉人工制品的不健全共享实践中的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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