Deepfakes and beyond: A survey of face manipulation and fake detection
The free access to large-scale public databases, together with the fast progress of deep
learning techniques, in particular Generative Adversarial Networks, have led to the …
learning techniques, in particular Generative Adversarial Networks, have led to the …
Digital face manipulation creation and detection: A systematic review
M Dang, TN Nguyen - Electronics, 2023 - mdpi.com
The introduction of publicly available large-scale datasets and advances in generative
adversarial networks (GANs) have revolutionized the generation of hyper-realistic facial …
adversarial networks (GANs) have revolutionized the generation of hyper-realistic facial …
Mipgan—generating strong and high quality morphing attacks using identity prior driven gan
Face morphing attacks target to circumvent Face Recognition Systems (FRS) by employing
face images derived from multiple data subjects (eg, accomplices and malicious actors) …
face images derived from multiple data subjects (eg, accomplices and malicious actors) …
Fighting deepfake by exposing the convolutional traces on images
Advances in Artificial Intelligence and Image Processing are changing the way people
interacts with digital images and video. Widespread mobile apps like FACEAPP make use of …
interacts with digital images and video. Widespread mobile apps like FACEAPP make use of …
Fighting deepfakes by detecting gan dct anomalies
To properly contrast the Deepfake phenomenon the need to design new Deepfake detection
algorithms arises; the misuse of this formidable AI technology brings serious consequences …
algorithms arises; the misuse of this formidable AI technology brings serious consequences …
DFDT: an end-to-end deepfake detection framework using vision transformer
A Khormali, JS Yuan - Applied Sciences, 2022 - mdpi.com
The ever-growing threat of deepfakes and large-scale societal implications has propelled
the development of deepfake forensics to ascertain the trustworthiness of digital media. A …
the development of deepfake forensics to ascertain the trustworthiness of digital media. A …
Desi: Deepfake source identifier for social media
Social media holds the power to influence a significant change in the population. Through
social media, people all around the world can connect and share their views. However, this …
social media, people all around the world can connect and share their views. However, this …
Detection, attribution and localization of gan generated images
Recent advances in Generative Adversarial Networks (GANs) have led to the creation of
realistic-looking digital images that pose a major challenge to their detection by humans or …
realistic-looking digital images that pose a major challenge to their detection by humans or …
Deephy: On deepfake phylogeny
Deepfake refers to tailored and synthetically generated videos which are now prevalent and
spreading on a large scale, threatening the trustworthiness of the information available …
spreading on a large scale, threatening the trustworthiness of the information available …
[PDF][PDF] Detection of AI-generated synthetic faces
D Gragnaniello, F Marra… - Handbook of digital face …, 2022 - library.oapen.org
In recent years there have been astonishing advances in AI-based synthetic media
generation. Thanks to deep learning methods it is now possible to generate visual data with …
generation. Thanks to deep learning methods it is now possible to generate visual data with …