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[HTML][HTML] Unmasking deepfakes: A systematic review of deepfake detection and generation techniques using artificial intelligence
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 …
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
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 …
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
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 …
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
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 …
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
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 …
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
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 …
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
The evolving landscape of manipulated media, including the threat of deepfakes, has made
information verification a daunting challenge for journalists. Technologists have developed …
information verification a daunting challenge for journalists. Technologists have developed …
Embracing deepfakes and AI‐generated images in neuroscience research
The rise of deepfakes and AI‐generated images has raised concerns regarding their
potential misuse. However, this commentary highlights the valuable opportunities these …
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
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 …
between authentic and machine-generated content, making it almost impossible for humans …
[HTML][HTML] Generating bimodal privacy-preserving data for face recognition
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 …
availability of large-scale training datasets. However, increasing privacy concerns nowadays …