Title:
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OPPORTUNITIES, THREATS AND SOLUTION
TECHNIQUES OF DEEP-FAKE TECHNOLOGY:
A SYSTEMATIC REVIEW |
Author(s):
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Ahmadreza Shamsabadi, Hengameh Mojdeganlou, Alireza Barzegary, Amirata Fakhfouri, Kimia Azad, Mohammad Heydari, Zahra Pashaei and Esmaeil Mehraeen |
ISBN:
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978-989-8704-38-2 |
Editors:
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Piet Kommers, Inmaculada Arnedillo Sánchez and Pedro Isaías |
Year:
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2022 |
Edition:
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Single |
Keywords:
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Deepfake, Technology, Opportunity, Threat, Solution |
First Page:
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19 |
Last Page:
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25 |
Language:
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English |
Cover:
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Full Contents:
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click to dowload
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Paper Abstract:
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Recently deepfake have become the most popular. Although it has also positive uses in many industries, it is a big threat
to societies. So, concerns remain over the dark side of this technology. Since there are few studies evaluating different
aspects of deep fakes& their benefits, threats, and methods to combat this technology. We tried to provide a complete
overview of deepfake detection methods, the opportunities & threats of this technology. We performed a systematic
search using the keywords in the online databases including PubMed, Scopus, Science Direct, and Web of Science. All
the related papers and documents published in English were retrieved from 2015 through July 2021. Our search strategy
included several combinations of keywords including: "Deep fake", "fake reality", "artificial intelligence", Generative
Adversarial Networks (GAN), "Videos", and "programming". A review of studies showed that entertainment was the
most mentioned use of deepfake technology. According to the findings, creating non-consensual pornography and threat
to privacy and democracy was significant in the menace category. Also uses for malicious purposes, the spread of false
information and manipulated news and, the threat to social security were the other mentioned threats in several articles.
Deepfakes are new technologies and they are still developing. We have found in our added studies that
deepfake has good potential for improvement and helping. Besides its various opportunities, we know that it
can be pretty much harmful. It's mostly used in Virtual Reality (VR) and Augmented Reality (AR). |
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