Deepfakes: Trick or treat?

被引:171
作者
Kietzmann, Jan [1 ]
Lee, Linda W. [2 ]
McCarthy, Ian P. [3 ,4 ]
Kietzmann, Tim C. [5 ,6 ]
机构
[1] Univ Victoria, Gustavson Sch Business, 3800 Finnerty Rd, Victoria, BC V8P 5C2, Canada
[2] Nottingham Trent Univ, Nottingham NG1 4FQ, England
[3] Simon Fraser Univ, Vancouver, BC V6C 1W6, Canada
[4] LUISS Guido Carli Univ, I-00197 Rome, Italy
[5] Radbound Univ, Donders Inst Brain Cognit & Behav, NL-6525 HR Nijmegen, Netherlands
[6] Univ Cambridge, Cognit & Brain Sci Unit, MRC, Cambridge CB2 7EF, England
关键词
Deepfakes; Fake news; Artificial intelligence; Machine learning; Deep neural networks; SOCIAL MEDIA;
D O I
10.1016/j.bushor.2019.11.006
中图分类号
F [经济];
学科分类号
02 ;
摘要
Although manipulations of visual and auditory media are as old as media themselves, the recent entrance of deepfakes has marked a turning point in the creation of fake content. Powered by the latest technological advances in artificial intelligence and machine learning, deepfakes offer automated procedures to create fake content that is harder and harder for human observers to detect. The possibilities to deceive are endless-including manipulated pictures, videos, and audio-and organizations must be prepared as this will undoubtedly have a large societal impact. In this article, we provide a working definition of deepfakes together with an overview of its underlying technology. We classify different deepfake types and identify risks and opportunities to help organizations think about the future of deepfakes. Finally, we propose the R.E.A.L. framework to manage deepfake risks: Record original content to ensure deniability, Expose deepfakes early, Advocate for legal protection, and Leverage trust to counter credulity. Following these principles, we hope that our society can be more prepared to counter deep fake tricks as we appreciate deepfake treats. (C) 2019 Kelley School of Business, Indiana University. Published by Elsevier Inc. All rights reserved.
引用
收藏
页码:135 / 146
页数:12
相关论文
共 26 条
[1]   Social media? It's serious ! Understanding the dark side of social media [J].
Baccarella, Christian V. ;
Wagner, Timm F. ;
Kietzmann, Jan H. ;
McCarthy, Ian P. .
EUROPEAN MANAGEMENT JOURNAL, 2018, 36 (04) :431-438
[2]  
Brucato B, 2015, SURVEILL SOC, V13, P455
[3]  
Candeub Adam, 2019, AM. CONSERVATIVE
[4]  
Chesney R., 2019, FOREIGN AFFAIRS
[5]  
Chiu A., 2019, The Washington Post
[6]  
Cole S., 2019, Vice
[7]  
Dietmar J., 2019, FORBES
[8]   In the Eyes of the Law: Perception Versus Reality in Appraisals of Video Evidence [J].
Granot, Yael ;
Balcetis, Emily ;
Feigenson, Neal ;
Tyler, Tom .
PSYCHOLOGY PUBLIC POLICY AND LAW, 2018, 24 (01) :93-104
[9]  
Hatmaker T., 2018, TECH CRUNCH
[10]  
Kaushal, 2019, TECHWISER 0716