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FSD-GAN:Generative Adversarial Training for Face Swap Detection via the Latent Noise Fingerprint

葛嘉玮 曹玖新 赵志翔 刘波

计算机科学技术学报(英文版)2025,Vol.40Issue(2):397-412,16.
计算机科学技术学报(英文版)2025,Vol.40Issue(2):397-412,16.DOI:10.1007/s11390-024-3337-8

FSD-GAN:Generative Adversarial Training for Face Swap Detection via the Latent Noise Fingerprint

FSD-GAN:Generative Adversarial Training for Face Swap Detection via the Latent Noise Fingerprint

葛嘉玮 1曹玖新 1赵志翔 1刘波1

作者信息

  • 折叠

摘要

关键词

DeepFake detection/latent noise fingerprint/generative adversarial network/deep learning

Key words

DeepFake detection/latent noise fingerprint/generative adversarial network/deep learning

引用本文复制引用

葛嘉玮,曹玖新,赵志翔,刘波..FSD-GAN:Generative Adversarial Training for Face Swap Detection via the Latent Noise Fingerprint[J].计算机科学技术学报(英文版),2025,40(2):397-412,16.

基金项目

This work was supported by the National Natural Science Foundation of China under Grant Nos.62472092,62172089,and 62106045,the Natural Science Foundation of Jiangsu Province of China under Grant No.BK20241751,the Jiangsu Provincial Key Laboratory of Computer Networking Technology,the Jiangsu Provincial Key Laboratory of Network and Information Security un-der Grant No.BM2003201,the Key Laboratory of Computer Network and Information Integration of the Ministry of Education of China under Grant No.93K-9,and the Nanjing Purple Mountain Laboratories.We appreciate the Big Data Computing Center of Southeast University for providing the facility support on the numerical calculations. ()

计算机科学技术学报(英文版)

1000-9000

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