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深度伪造:认知、担忧与平台问责制。

Deepfakes: Awareness, Concerns, and Platform Accountability.

机构信息

Department of Information Systems and Security, Coles College of Business, Kennesaw State University, Kennesaw, Georgia, USA.

Michael A. Leven School of Management, Entrepreneurship, and Hospitality, Coles College of Business, Kennesaw State University, Kennesaw, Georgia, USA.

出版信息

Cyberpsychol Behav Soc Netw. 2021 Mar;24(3):164-172. doi: 10.1089/cyber.2020.0100.

Abstract

A 61 question survey was used to examine issues around "deepfake" technology. In total, 319 respondents answered questions around awareness, concerns, and the responsibility of online platforms around deepfakes. Awareness of deepfakes varies by intensity and type of social media use. Concerns about deepfakes are pronounced, but not uniform. A regression model examines the factors impacting the perceived responsibility of online platforms to regulate deepfakes. General concerns and the impacts people believe deepfakes will make are significant. However, the more humorous aspects of deepfakes and a perception of individual responsibility negatively impact the perceived need for platforms to address the risks of deepfakes. There is little confidence in the ability of technology to solve the problem of deepfakes, but this does not reduce the desire for online platforms to implement a deepfake identification technology. This research has implications for users of social media, social media platforms, technology developers, and broader society.

摘要

一个包含 61 个问题的调查被用来研究“深度伪造”技术相关的问题。共有 319 名受访者回答了关于深度伪造技术的意识、关注和在线平台责任的问题。对深度伪造技术的认识因社交媒体使用的强度和类型而异。人们对深度伪造技术的担忧很明显,但并不一致。回归模型检验了影响在线平台对监管深度伪造技术的感知责任的因素。人们普遍关注和认为深度伪造技术可能带来的影响是显著的。然而,深度伪造技术更幽默的方面和个人责任的认知会对平台解决深度伪造技术风险的感知需求产生负面影响。人们对技术解决深度伪造问题的能力几乎没有信心,但这并没有降低在线平台实施深度伪造识别技术的愿望。这项研究对社交媒体用户、社交媒体平台、技术开发者和更广泛的社会都具有重要意义。

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