期刊论文、会议论文

英文

Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks workshops

2473-0440

2022

2022-September

425-433

19th Annual IEEE International Conference on Sensing, Communication, and Networking (IEEE SECON)

IEEE International Conference on Sensing Communication and Networking

SEP 20-23, 2022

ELECTR NETWORK

[Ding, Xiangling] Hunan Univ Sci & Technol, Sch Comp Sci & Engn, Xiangtan, Peoples R China.^[Ding, Xiangling] Guangdong Key Lab Intelligent Informat Proc, Shenzhen, Peoples R China.^[Ding, Xiangling] Shenzhen Key Lab Media Secur, Shenzhen, Peoples R China.^[Ding, Xiangling] Chinese Acad Sci, Inst Informat Engn, State Key Lab Informat Secur, Beijing, Peoples R China.^[Ding, Xiangling] Zhengzhou Xinda Inst Adv Technol, Zhengzhou, Peoples R China.^[Ding, Xiangling] Hunan Key Lab Serv Comp & Novel Software Technol, Xiangtan, Peoples R China.^[Ding, Xiangling] Guangdong Key Lab Informat Secur Technol, Guangzhou, Peoples R China.^[Zhu, Wenjie;Zhang, Dengyong] Changsha Univ Sci & Techno, Sch Comp & Commun Engn, Changsha, Peoples R China.

345 E 47TH ST, NEW YORK, NY 10017 USA

IEEE

978-1-6654-8643-9

10.1109/SECON55815.2022.9918605

National Natural Science Foundation of China [62172059]; Hunan Provincial Natural Science Foundations of China [2020JJ4626, 2020JJ4029]; Opening Project of State Key Laboratory of Information Security [2021ZD-07]; Open Foundation of Henan Key Laboratory of Cyberspace Situation Awareness [HNTS2022025]; Opening Project of Guangdong Provincial Key Laboratory of Information Security Technology [2020B1212060078]

本校为其他机构

While the rapid expansion of DeepFake generation techniques has arisen a serious impact on human society, the detection of DeepFake videos is challenging because of their highly plausible contents on each frame, which are not visually apparent. To address that, this paper proposes a two-stream method to capture the spatial-temporal inconsistency cues, and then interactively fuse them to detect DeepFake videos. Since the traces of spatial inconsistency in DeepFake video frames mainly appear in their structural information, which reflects by the ...