SARB-DF: A Continual Learning Aided Framework for Deepfake Video Detection Using Self-Attention Residual Block

SARB-DF: A Continual Learning Aided Framework for Deepfake Video Detection Using Self-Attention Residual Block

The creation and dissemination of deepfake videos have become increasingly prevalent nowadays, facilitated by advanced technological tools. These synthetic videos pose significant security challenges as they can spread misinformation and manipulation thereby undermining the digital media. Owing to t...

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Bibliographic Details
Main Authors: P.G Prathibha, P. S. Tamizharasan, Alavikunhu Panthakkan, Wathiq Mansoor, Hussain Al Ahmad
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Deepfake
continual learning
self-attention
uncertainty sampling
Online Access:https://ieeexplore.ieee.org/document/10798437/
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https://ieeexplore.ieee.org/document/10798437/

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