Detecting Deepfakes via Robust Spatio-Temporal Residual Learning Using Variational Autoencoders and EfficientNetV2
By: Ruby Chauhan, Renu Popli and Isha Kansal
Authors
Ruby Chauhan
Department of Computer Science and Engineering, Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, India
Renu Popli
Department of Computer Science and Engineering, Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, India
Isha Kansal
Department of Computer Science and Engineering, Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, India
DOI: https://doi.org/10.2478/ijssis-2026-0036 | Journal eISSN: 1178-5608
Language: English
Submitted on: Jan 17, 2026
Published on: Sep 20, 2026
Published by: International Journal on Smart Sensing and Intelligent Systems
In partnership with: Paradigm Publishing Services
Publication frequency: Volume open
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© 2026 Ruby Chauhan, Renu Popli, Isha Kansal, published by International Journal on Smart Sensing and Intelligent Systems
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.