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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) |
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Issue: May 2024
Volume 9 | Issue 5
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| Paper Title: | Face Swapping detection using ml |
| Authors Name: | Grishma Sakhare , Gauri Chinkure |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_216121
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| Published Paper Id: | IJNRD2403425 |
| Published In: | Volume 9 Issue 3, March-2024 |
| DOI: | |
| Abstract: | 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 |
| Downloads: | 000130 |
| 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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Published Paper ID:IJNRD2403425 Registration ID: 216121 Published In: Volume 9 Issue 3, March-2024 DOI (Digital Object Identifier): Page No: e191-e199 Country: nagpur, Maharashtra, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2403425 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2403425 |
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ISSN: 2456-4184
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