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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Hlavní autor:	ZHANG Yiwen, CAI Manchun, CHEN Yonghao, ZHU Yi, YAO Lifeng
Médium:	Artigo
Jazyk:	Chinês
Vydáno:	Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2024-12-01
Edice:	Jisuanji kexue yu tansuo
Témata:	deepfakes; vision transformer; self-supervised pretrained models; low-rank adaptation (lora); parameter-efficient fine-tuning
On-line přístup:	http://fcst.ceaj.org/fileup/1673-9418/PDF/2311053.pdf
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