[HTML][HTML] Unmasking deepfakes: A systematic review of deepfake detection and generation techniques using artificial intelligence

F Abbas, A Taeihagh - Expert Systems with Applications, 2024 - Elsevier
Due to the fast spread of data through digital media, individuals and societies must assess
the reliability of information. Deepfakes are not a novel idea but they are now a widespread …

[HTML][HTML] How do people respond to computer-generated versus human faces? A systematic review and meta-analyses

EJ Miller, YZ Foo, P Mewton, A Dawel - Computers in Human Behavior …, 2023 - Elsevier
Computer-generated (CG) beings are rapidly infiltrating the human social world. Yet
evidence about how humans respond to CG faces is mixed. The present systematic review …

AI hyperrealism: Why AI faces are perceived as more real than human ones

EJ Miller, BA Steward, Z Witkower… - Psychological …, 2023 - journals.sagepub.com
Recent evidence shows that AI-generated faces are now indistinguishable from human
faces. However, algorithms are trained disproportionately on White faces, and thus White AI …

[PDF][PDF] Testing human ability to detect 'deepfake'images of human faces

SD Bray, SD Johnson, B Kleinberg - Journal of Cybersecurity, 2023 - academic.oup.com
Abstract 'Deepfakes' are computationally created entities that falsely represent reality. They
can take image, video, and audio modalities, and pose a threat to many areas of systems …

Sface: Privacy-friendly and accurate face recognition using synthetic data

F Boutros, M Huber, P Siebke… - … Joint Conference on …, 2022 - ieeexplore.ieee.org
Recent deep face recognition models proposed in the literature utilized large-scale public
datasets such as MS-Celeb-1M and VGGFace2 for training very deep neural networks …

Cyborg: Blending human saliency into the loss improves deep learning-based synthetic face detection

A Boyd, P Tinsley, KW Bowyer… - Proceedings of the …, 2023 - openaccess.thecvf.com
Can deep learning models achieve greater generalization if their training is guided by
reference to human perceptual abilities? And how can we implement this in a practical …

Dungeons & deepfakes: Using scenario-based role-play to study journalists' behavior towards using AI-based verification tools for video content

SJ Sohrawardi, YK Wu, A Hickerson… - Proceedings of the 2024 …, 2024 - dl.acm.org
The evolving landscape of manipulated media, including the threat of deepfakes, has made
information verification a daunting challenge for journalists. Technologists have developed …

Embracing deepfakes and AI‐generated images in neuroscience research

C Becker, R Laycock - European journal of neuroscience, 2023 - Wiley Online Library
The rise of deepfakes and AI‐generated images has raised concerns regarding their
potential misuse. However, this commentary highlights the valuable opportunities these …

AI-generated faces in the real world: a large-scale case study of twitter profile images

J Ricker, D Assenmacher, T Holz, A Fischer… - Proceedings of the 27th …, 2024 - dl.acm.org
Recent advances in the field of generative artificial intelligence (AI) have blurred the lines
between authentic and machine-generated content, making it almost impossible for humans …

[HTML][HTML] Generating bimodal privacy-preserving data for face recognition

D Tomašević, F Boutros, N Damer, P Peer… - … applications of artificial …, 2024 - Elsevier
The performance of state-of-the-art face recognition systems depends crucially on the
availability of large-scale training datasets. However, increasing privacy concerns nowadays …