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Deepfake Detection: A Systematic Literature Review

  • Published:2022 Issue: Volume:10 Page:25494-25513
  • ISSN:2169-3536
  • Container-title:IEEE Access
  • language:
  • Short-container-title:IEEE Access

Author:

Rana Md Shohel1ORCID,Nobi Mohammad Nur2,Murali Beddhu3,Sung Andrew H.3

Affiliation:

1. Department of Computer Science, Northern Kentucky University, Highland Heights, KY, USA

2. Department of Computer Science, The University of Texas at San Antonio, San Antonio, TX, USA

3. School of Computing Sciences and Computer Engineering, The University of Southern Mississippi, Hattiesburg, MS, USA

Funder

Northern Kentucky University

University of Southern Mississippi

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science

Reference147 articles.

1. Hybrid LSTM and Encoder–Decoder Architecture for Detection of Image Forgeries

2. DeepFakesON-phys: DeepFakes detection based on heart rate estimation;hernandez-ortega;arXiv 2010 00400,2020

3. Detecting and Simulating Artifacts in GAN Fake Images

4. Detecting Deepfakes with Metric Learning

5. Complement face forensic detection and localization with faciallandmarks;songsri-in;arXiv 1910 05455,2019
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