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Recent Advancements in the Field of Deepfake Detection

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Author :  Natalie Krueger1 , Mounika Vanamala1 and Rushit Dave2

Affiliation :  1Department of Computer Science, University of Wisconsin-Eau Claire, Eau Claire, Wisconsin, USA 2Department of Computer Information Science Minnesota State University, Mankato, Mankato, MN, USA

Country :  USA

Category :  Computer Science & Information Technology

Volume, Issue, Month, Year :  15, 4, August, 2023

Abstract :


A deepfake is a photo or video of a person whose image has been digitally altered or partially replaced with an image of someone else. Deepfakes have the potential to cause a variety of problems and are often used maliciously. A common usage is altering videos of prominent political figures and celebrities. These deepfakes can portray them making offensive, problematic, and/or untrue statements. Current deepfakes can be very realistic, and when used in this way, can spread panic and even influence elections and political opinions. There are many deepfake detection strategies currently in use but finding the most comprehensive and universal method is critical. So, in this survey we will address the problems of malicious deepfake creation and the lack of universal deepfake detection methods. Our objective is to survey and analyze a variety of current methods and advances in the field of deepfake detection.

Keyword :  Deepfake, Detection, Neural network, Dataset

Journal/ Proceedings Name :  International Journal of Computer Science & Information Technology (IJCSIT)

URL :  https://aircconline.com/ijcsit/V15N4/15423ijcsit01.pdf

User Name : Selina
Posted 06-09-2023 on 14:12:17 AEDT



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