INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
Face has been used as one of the mainstream manners for user identification. However, with the popularity of
face-swapping apps, it takes only a few seconds to change the faces between two facial images. Such swapped
results, when using improperly or carelessly, might create some security issues in certain applications. This
paper is the first work to address the importance of this issue and discusses the feasibility to achieve an
automated face swapping detection through machine learning. Several approaches are tested on a face swapping
database derived from a face benchmarking repository. The best solution in the experiments achieved a
detection accuracy of over 92%
Keywords:
Face Swap, Face Replacement, Face Changing, Forgery Detection, Image Forensics
Cite Article:
"Face Swapping detection using ml", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 3, page no.e191-e199, March-2024, Available :http://www.ijnrd.org/papers/IJNRD2403425.pdf
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ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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