Building and analyzing Neural Networks that can help detect DeepFakes and manipulated media
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Rössler, Andreas, et al. "Faceforensics: A large-scale video dataset for forgery detection in human faces." arXiv preprint arXiv:1803.09179 (2018).
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Rössler, Andreas, et al. "Faceforensics++: Learning to detect manipulated facial images." arXiv preprint arXiv:1901.08971 (2019).
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Nguyen, Huy H., Junichi Yamagishi, and Isao Echizen. "Capsule-forensics: Using capsule networks to detect forged images and videos." ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2019.