VerbaFake, EchoFake, and PixelFake: lightweight architectures with advanced augmentation for unimodal deepfake detection
U
Usman Ali
M
Muhammad Rizwan Shoukat
M
Mahjbeen Rajput
S
Saeed Ali Omar Bahaj
M
Muhammad I. Khan
T
Tariq Mahmood
Article Details
Journal
Scientific Reports
Volume / Issue
Vol. 1, Issue 1
Published
June 05, 2026
ISSN
2045-2322
Publisher
Nature Portfolio
Authors (6)
U
Usman Ali
M
Muhammad Rizwan Shoukat
M
Mahjbeen Rajput
S
Saeed Ali Omar Bahaj
M
Muhammad I. Khan
T
Tariq Mahmood
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