Real-Time Deepfake Video Detection Using Eye Movement Analysis with a Hybrid Deep Learning Approach
Muhammad Javed,
Zhaohui Zhang,
Fida Hussain Dahri
et al.
Abstract:Deepfake technology uses artificial intelligence to create realistic but false audio, images, and videos. Deepfake technology poses a significant threat to the authenticity of visual content, particularly in live-stream scenarios where the immediacy of detection is crucial. Existing Deepfake detection approaches have limitations and challenges, prompting the need for more robust and accurate solutions. This research proposes an innovative approach: combining eye movement analysis with a hybrid deep learning mo… Show more
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