A Borji - Computer Vision and Image Understanding, 2022 - Elsevier
This work is an update of my previous paper on the same topic published a few years ago (Borji, 2019). With the dramatic progress in generative modeling, a suite of new quantitative …
Large-scale text-to-image generative models have shown their remarkable ability to synthesize diverse, high-quality images. However, directly applying these models for real …
Generative image modeling enables a wide range of applications but raises ethical concerns about responsible deployment. This paper introduces an active strategy combining …
U Ojha, Y Li, YJ Lee - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
With generative models proliferating at a rapid rate, there is a growing need for general purpose fake image detectors. In this work, we first show that the existing paradigm, which …
Z Wang, J Bao, W Zhou, W Wang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Diffusion models have shown remarkable success in visual synthesis, but have also raised concerns about potential abuse for malicious purposes. In this paper, we seek to build a …
X Guo, X Liu, Z Ren, S Grosz… - Proceedings of the …, 2023 - openaccess.thecvf.com
Differences in forgery attributes of images generated in CNN-synthesized and image-editing domains are large, and such differences make a unified image forgery detection and …
Over the past decade, there has been tremendous progress in creating synthetic media, mainly thanks to the development of powerful methods based on generative adversarial …
Z Sha, Z Li, N Yu, Y Zhang - Proceedings of the 2023 ACM SIGSAC …, 2023 - dl.acm.org
Text-to-image generation models that generate images based on prompt descriptions have attracted an increasing amount of attention during the past few months. Despite their …
As realistic facial manipulation technologies have achieved remarkable progress, social concerns about potential malicious abuse of these technologies bring out an emerging …