Are GAN generated images easy to detect? A critical analysis of the state-of-the-art

2021 IEEE international conference on multimedia and …, 2021 - ieeexplore.ieee.org
The advent of deep learning has brought a significant improvement in the quality of
generated media. However, with the increased level of photorealism, synthetic media are …
被引用次数：171 相关文章

Are GAN Generated Images Easy to Detect? A Critical Analysis of the State-Of-The-Art

D Gragnaniello, D Cozzolino, F Marra… - … on Multimedia and …, 2021 - computer.org
The advent of deep learning has brought a significant improvement in the quality of
generated media. However, with the increased level of photorealism, synthetic media are …

Are GAN generated images easy to detect? A critical analysis of the state-of-the-art

D Gragnaniello, D Cozzolino, F Marra, G Poggi… - … on Multimedia and …, 2021 - iris.unina.it
In recent years, there has been intense research on the generation of synthetic media, and a
large number of deep learning-based methods have been proposed to this end. Generative …

Are GAN generated images easy to detect? A critical analysis of the state-of-the-art

D Gragnaniello, D Cozzolino, F Marra, G Poggi… - arXiv e …, 2021 - ui.adsabs.harvard.edu
The advent of deep learning has brought a significant improvement in the quality of
generated media. However, with the increased level of photorealism, synthetic media are …

Are GAN generated images easy to detect? A critical analysis of the state-of-the-art

D Gragnaniello, D Cozzolino, F Marra, G Poggi… - arXiv preprint arXiv …, 2021 - arxiv.org
The advent of deep learning has brought a significant improvement in the quality of
generated media. However, with the increased level of photorealism, synthetic media are …