Gan-generated faces detection: A survey and new perspectives
Abstract Generative Adversarial Networks (GAN) have led to the generation of very realistic
face images, which have been used in fake social media accounts and other disinformation …
face images, which have been used in fake social media accounts and other disinformation …
Deepfake detection: A comprehensive survey from the reliability perspective
The mushroomed Deepfake synthetic materials circulated on the internet have raised a
profound social impact on politicians, celebrities, and individuals worldwide. In this survey …
profound social impact on politicians, celebrities, and individuals worldwide. In this survey …
Eyes tell all: Irregular pupil shapes reveal gan-generated faces
Generative adversarial network (GAN) generated high-realistic human faces are visually
challenging to discern from real ones. They have been used as profile images for fake social …
challenging to discern from real ones. They have been used as profile images for fake social …
Auguring fake face images using dual input convolution neural network
Deepfake technology uses auto-encoders and generative adversarial networks to replace or
artificially construct fine-tuned faces, emotions, and sounds. Although there have been …
artificially construct fine-tuned faces, emotions, and sounds. Although there have been …
My face my choice: Privacy enhancing deepfakes for social media anonymization
Recently, productization of face recognition and identification algorithms have become the
most controversial topic about ethical AI. As new policies around digital identities are …
most controversial topic about ethical AI. As new policies around digital identities are …
Double Face: Leveraging User Intelligence to Characterize and Recognize {AI-synthesized} Faces
Artificial Intelligence (AI) techniques have advanced to generate face images of nonexistent
yet photorealistic persons. Despite positive applications, AI-synthesized faces have been …
yet photorealistic persons. Despite positive applications, AI-synthesized faces have been …
Towards universal gan image detection
The ever higher quality and wide diffusion of fake images have spawn a quest for reliable
forensic tools. Many GAN image detectors have been proposed, recently. In real world …
forensic tools. Many GAN image detectors have been proposed, recently. In real world …
Open-eye: An open platform to study human performance on identifying ai-synthesized faces
Al-synthesized faces are visually challenging to discern from real ones. They have been
used as profile images for fake social media accounts, which leads to high negative social …
used as profile images for fake social media accounts, which leads to high negative social …
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 …
Future trends in digital face manipulation and detection
Recently, digital face manipulation and its detection have sparked large interest in industry
and academia around the world. Numerous approaches have been proposed in the …
and academia around the world. Numerous approaches have been proposed in the …