"All Around Me Are Synthetic Faces": The Mad World of AI-Generated Media

被引：37

作者：

Whittaker, Lucas ^{[1
]}

Kietzmann, Tim C. ^{[2
,3
]}

Kietzmann, Jan ^{[4
]}

Dabirian, Amir ^{[5
,6
,7
]}

机构：

[1] Queensland Univ Technol, Ctr Behav Econ Soc & Technol, Brisbane, Qld, Australia

[2] Radboud Univ Nijmegen, Donders Inst Brain Cognit & Behav, AI Dept, Nijmegen, Netherlands

[3] Univ Cambridge, MRC Cognit & Brain Sci Unit, Cambridge, England

[4] Univ Victoria, Management Informat Syst, Victoria, BC, Canada

[5] KTH Royal Inst Technol, Stockholm, Sweden

[6] Calif State Univ Fullerton, Div Informat Technol, Fullerton, CA 92634 USA

[7] Calif State Univ Fullerton, Dept Mkt, Fullerton, CA 92634 USA

来源：

IT PROFESSIONAL | 2020年 / 22卷 / 05期

关键词：

Artificial intelligence; Media; Information integrity; Neural networks; General adversarial networks;

D O I：

10.1109/MITP.2020.2985492

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Advances in artificial intelligence and deep neural networks have led to a rise in synthetic media, i.e., automatically and artificially generated or manipulated photo, audio, and video content. Synthetic media today is highly believable and "true to life"; so much so that we will no longer be able to trust what we see or hear is unadulterated and genuine. Among the different forms of synthetic media, the most concerning forms are deepfakes and general adversarial networks (GANs). For IT professionals, it is important to understand what these new phenomena are. In this article, we explain what deepfakes and GANs are, how they work and discuss the threats and opportunities resulting from these forms of synthetic media.

引用

页码：90 / 99

页数：10

共 19 条

[1]

[Anonymous], 2019, SCEN DAL LIV

[2]

[Anonymous], 2019, CTV NEWS

[3]

Ayyub Rana., 2018, Huffington Post

[4] FlyMap: Interacting with Maps Projected from a Drone [J].

Brock, Anke M. ;

Chatain, Julia ;

Park, Michelle ;

Fang, Tommy ;

Hachet, Martin ;

Landay, James A. ;

Cauchard, Jessica R. .

PROCEEDINGS PERVASIVE DISPLAYS 2018: THE 7TH ACM INTERNATIONAL SYMPOSIUM ON PERVASIVE DISPLAYS, 2018,

[5]

Charlotte Jee, 2020, An Indian politician is using deepfake technology to win new voters

[6]

Chesney R, 2019, FOREIGN AFF, V98, P147

[7]

Die M. M., 2019, D BECKHAM SPEAKS NIN

[8]

Goodfellow IJ, 2014, ADV NEUR IN, V27, P2672

[9] Deepfakes: Trick or treat? [J].

Kietzmann, Jan ;

Lee, Linda W. ;

McCarthy, Ian P. ;

Kietzmann, Tim C. .

BUSINESS HORIZONS, 2020, 63 (02) :135-146

[10]

Liffreing I., 2016, PR WEEK

← 1 2 →