Deepfake Detection Method Integrating Multiple Parameter-Efficient Fine-Tuning Techniques

Deepfake Detection Method Integrating Multiple Parameter-Efficient Fine-Tuning Techniques

In recent years, as deepfake technology matures, face-swapping software and synthesized videos have become widespread. While these techniques offer entertainment, they also provide opportunities for misuse by malicious actors. Consequently, the significance of deepfake detection technology has grown...

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Bibliographic Details
Main Author: ZHANG Yiwen, CAI Manchun, CHEN Yonghao, ZHU Yi, YAO Lifeng
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2024-12-01
Series:Jisuanji kexue yu tansuo
Subjects:
deepfakes; vision transformer; self-supervised pretrained models; low-rank adaptation (lora); parameter-efficient fine-tuning
Online Access:http://fcst.ceaj.org/fileup/1673-9418/PDF/2311053.pdf
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