Effectiveness and optimization of bidirectional long short-term memory (BiLSTM) based fast detection of deep fake face videos for real-time applications

This study proposes a rapid detection method for deepfake face videos designed for real-time applications using bidirectional long short-term memory (BiLSTM) networks. The aim is to overcome the limitations of current technologies in terms of efficiency and accuracy. An optimized BiLSTM architecture...

Full description

Bibliographic Details

Published in:	PeerJ Computer Science
Main Author:	Haoxiang Wang
Format:	Article
Language:	English
Published:	PeerJ Inc. 2025-05-01
Subjects:	Deepfake detection BiLSTM Face video Deep learning
Online Access:	https://peerj.com/articles/cs-2867.pdf