VerbaFake, EchoFake, and PixelFake: lightweight architectures with advanced augmentation for unimodal deepfake detection.

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Bibliographic Details
Title: VerbaFake, EchoFake, and PixelFake: lightweight architectures with advanced augmentation for unimodal deepfake detection.
Authors: Ali U; Department of Information Sciences, University of Education Lahore, Vehari Campus, Vehari 61100, Pakistan.; School of Digital Science, Universiti Brunei Darussalam, Tungku Link, Bandar Seri Begawan BE1410, Brunei., Shoukat MR; Department of Information Sciences, University of Education Lahore, Vehari Campus, Vehari 61100, Pakistan., Rajput M; Department of Information Sciences, University of Education Lahore, Vehari Campus, Vehari 61100, Pakistan., Bahaj SAO; MIS Department, College of Business Administration, Prince Sattam Bin Abdulaziz University, 11942, Al‑Kharj, Saudi Arabia & Department of Computer Engineering, Hadhramout University, 50511, Mukalla, Hadhramout, Yemen. saobahaj@gmail.com., Khan MI; Artificial Intelligence and Data Analytics (AIDA) Lab, CCIS, Prince Sultan University, Riyadh, 11586, Saudi Arabia.; School of Engineering, University of Warwick, Coventry, CV4 7AL, United Kingdom., Mahmood T; Artificial Intelligence and Data Analytics (AIDA) Lab, CCIS, Prince Sultan University, Riyadh, 11586, Saudi Arabia.; School of System and Technology, Department of Artificial Intelligence, University of Management and Technology, Lahore, 54000, Pakistan.
Source: Scientific reports [Sci Rep] 2026 Jun 05. Date of Electronic Publication: 2026 Jun 05.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2045-2322
DOI:10.1038/s41598-026-56292-0