UA Ciftci, I Demir, L Yin - 2020 IEEE international joint …, 2020 - ieeexplore.ieee.org
Fake portrait video generation techniques have been posing a new threat to the society with photorealistic deep fakes for political propaganda, celebrity imitation, forged evidences, and …
This work introduces a novel DeepFake detection framework based on physiological measurement. In particular, we consider information related to the heart rate using remote …
The spread of smartphones with high quality digital cameras in combination with easy access to a myriad of software apps for recording, editing and sharing videos and digital …
Z Mi, X Jiang, T Sun, K Xu - IEEE Journal of Selected Topics in …, 2020 - ieeexplore.ieee.org
With Generative adversarial networks (GAN) achieving realistic image generation, fake image detection research has become an imminent need. In this paper, a novel detection …
I Amerini, R Caldelli - Proceedings of the 2020 ACM workshop on …, 2020 - dl.acm.org
The ability of artificial intelligence techniques to build synthesized brand new videos or to alter the facial expression of already existing ones has been efficiently demonstrated in the …
D Deb, AK Jain - IEEE Transactions on Information Forensics …, 2020 - ieeexplore.ieee.org
State-of-the-art presentation attack detection approaches tend to overfit to the presentation attack instruments seen during training and fail to generalize to unknown presentation attack …
In recent years, with the advancements in the Deep Learning realm, it has been easy to create and generate synthetically the face swaps from GANs and other tools, which are very …
X Ju - Journal of Cybersecurity, 2020 - cdn.techscience.cn
Due to the power of editing tools, new types of fake faces are being created and synthesized, which has attracted great attention on social media. It is reasonable to …
J Han, T Gevers - Proceedings of the Asian Conference on …, 2020 - openaccess.thecvf.com
Face forensic detection is to distinguish manipulated from pristine face images. The main drawback of existing face forensics detection methods is their limited generalization ability …