Deepfake Detection via Fine-Grained Classification and Global-Local Information Fusion

Author:

Li Tonghui,Guo Yuanfang,Wang Yunhong

Publisher

Springer Nature Singapore

Reference22 articles.

1. Afchar, D., Nozick, V., Yamagishi, J., Echizen, I.: Mesonet: a compact facial video forgery detection network. In: IEEE WIFS, pp. 1–7 (2018)

2. AI, G.: Contributing data to deepfake detection research (2019). https://ai.googleblog.com/2019/09/contributing-data-to-deepfake-detection.html. Accessed 09 Apr 2022

3. Chollet, F.: Xception: deep learning with depthwise separable convolutions. In: IEEE CVPR, pp. 1251–1258 (2017)

4. Dong, X., et al.: Protecting celebrities from deepfake with identity consistency transformer. In: IEEE/CVF CVPR, pp. 9468–9478 (2022)

5. Goodfellow, I., et al.: Generative adversarial nets. In: Advances in Neural Information Processing Systems, pp. 2672–2680 (2014)

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