Single-layer KAN for deepfake classification: Balancing efficiency and performance in resource constrained environments

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Main Authors: Nadeem Jabbar, Sohail Masood Bhatti, Muhammad Rashid, Arfan Jaffar, Sheeraz Akram
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12240364/?tool=EBI
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author Nadeem Jabbar
Sohail Masood Bhatti
Muhammad Rashid
Arfan Jaffar
Sheeraz Akram
author_facet Nadeem Jabbar
Sohail Masood Bhatti
Muhammad Rashid
Arfan Jaffar
Sheeraz Akram
author_sort Nadeem Jabbar
collection DOAJ
format Article
id doaj-art-05437b8c10b24b7ea851a3f89739092b
institution OA Journals
issn 1932-6203
language English
publishDate 2025-01-01
publisher Public Library of Science (PLoS)
record_format Article
series PLoS ONE
spelling doaj-art-05437b8c10b24b7ea851a3f89739092b2025-08-20T02:35:54ZengPublic Library of Science (PLoS)PLoS ONE1932-62032025-01-01207Single-layer KAN for deepfake classification: Balancing efficiency and performance in resource constrained environmentsNadeem JabbarSohail Masood BhattiMuhammad RashidArfan JaffarSheeraz Akramhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC12240364/?tool=EBI
spellingShingle Nadeem Jabbar
Sohail Masood Bhatti
Muhammad Rashid
Arfan Jaffar
Sheeraz Akram
Single-layer KAN for deepfake classification: Balancing efficiency and performance in resource constrained environments
PLoS ONE
title Single-layer KAN for deepfake classification: Balancing efficiency and performance in resource constrained environments
title_full Single-layer KAN for deepfake classification: Balancing efficiency and performance in resource constrained environments
title_fullStr Single-layer KAN for deepfake classification: Balancing efficiency and performance in resource constrained environments
title_full_unstemmed Single-layer KAN for deepfake classification: Balancing efficiency and performance in resource constrained environments
title_short Single-layer KAN for deepfake classification: Balancing efficiency and performance in resource constrained environments
title_sort single layer kan for deepfake classification balancing efficiency and performance in resource constrained environments
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12240364/?tool=EBI
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AT sohailmasoodbhatti singlelayerkanfordeepfakeclassificationbalancingefficiencyandperformanceinresourceconstrainedenvironments
AT muhammadrashid singlelayerkanfordeepfakeclassificationbalancingefficiencyandperformanceinresourceconstrainedenvironments
AT arfanjaffar singlelayerkanfordeepfakeclassificationbalancingefficiencyandperformanceinresourceconstrainedenvironments
AT sheerazakram singlelayerkanfordeepfakeclassificationbalancingefficiencyandperformanceinresourceconstrainedenvironments