Eyes Tell All: Irregular Pupil Shapes Reveal GAN-generated Faces

1 September 2021

Papers citing "Eyes Tell All: Irregular Pupil Shapes Reveal GAN-generated Faces"

35 / 35 papers shown

Title
Robust AI-Generated Face Detection with Imbalanced Data Yamini Sri Krubha Aryana Hou Braden Vester Web Walker Qing Guo Li Lin Shu Hu 29 0 0 04 May 2025
From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes Long Ma Zhiyuan Yan Yize Chen Jin Xu Qinglang Guo Hu Huang Yong Liao Hui Lin CVBM 43 0 0 07 Apr 2025
Generalizable AI-Generated Image Detection Based on Fractal Self-Similarity in the Spectrum Shengpeng Xiao Yuanfang Guo Heqi Peng Zeming Liu Liang Yang Yanjie Wang 62 0 0 11 Mar 2025
Characterizing Photorealism and Artifacts in Diffusion Model-Generated Images Negar Kamali Karyn Nakamura Aakriti Kumar Angelos Chatzimparmpas Jessica Hullman Matthew Groh 61 0 0 17 Feb 2025
A Self-Learning Multimodal Approach for Fake News Detection Hao Chen Hui Guo Baochen Hu Shu Hu Jinrong Hu Siwei Lyu Xi Wu Qing Guo 88 2 0 08 Dec 2024
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 49 2 0 29 Aug 2024
The Tug-of-War Between Deepfake Generation and Detection Hannah Lee Changyeon Lee Kevin Farhat Lin Qiu Steve Geluso Aerin Kim O. Etzioni 34 1 0 08 Jul 2024
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 56 3 0 14 May 2024
AI-Generated Faces in the Real World: A Large-Scale Case Study of Twitter Profile Images Jonas Ricker Dennis Assenmacher Thorsten Holz Asja Fischer Erwin Quiring 31 7 0 22 Apr 2024
Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images Santosh Li Lin Irene Amerini Xin Wang Shu Hu 47 11 0 19 Apr 2024
Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model Yue-Hua Han Tai-Ming Huang Shu-Tzu Lo Po-Han Huang 44 0 0 08 Apr 2024
Preserving Fairness Generalization in Deepfake Detection Li Lin Xinan He Yan Ju Xin Wang Feng Ding Shu Hu 42 35 0 27 Feb 2024
Recent Advances in Digital Image and Video Forensics, Anti-forensics and Counter Anti-forensics Maryam Al-Fehani Saif M. Al-Kuwari DiffM AAML 33 3 0 03 Feb 2024
Masked Conditional Diffusion Model for Enhancing Deepfake Detection Tiewen Chen Shanmin Yang Shu Hu Zhenghan Fang Ying Fu Xi Wu Xin Wang DiffM 21 4 0 01 Feb 2024
AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error Jonas Ricker Denis Lukovnikov Asja Fischer 27 31 0 31 Jan 2024
Characteristics and prevalence of fake social media profiles with AI-generated faces Kai-Cheng Yang Danishjeet Singh Filippo Menczer 18 9 0 05 Jan 2024
Synthesizing Black-box Anti-forensics DeepFakes with High Visual Quality Bing Fan Shu Hu Feng Ding AAML 40 17 0 17 Dec 2023
Finding AI-Generated Faces in the Wild Gonzalo J. Aniano Porcile Jack Gindi Shivansh Mundra J. Verbus Hany Farid CVBM 31 6 0 14 Nov 2023
X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection Lei Zhang Hao Chen Shuangyan Hu Bin Zhu C. Lin Xi Wu Jinrong Hu Xin Wang 48 1 0 07 Oct 2023
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning B. Le Simon S. Woo AAML 26 27 0 12 Sep 2023
Improving Fairness in Deepfake Detection Yan Ju Shu Hu Shan Jia George H. Chen Siwei Lyu 21 32 0 29 Jun 2023
Evading Forensic Classifiers with Attribute-Conditioned Adversarial Faces Fahad Shamshad K. Srivatsan Karthik Nandakumar AAML CVBM 24 6 0 22 Jun 2023
Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation Hao Chen Peng Zheng Xin Wang Shu Hu Bin Zhu Jinrong Hu Xi Wu Siwei Lyu 33 4 0 19 Apr 2023
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models Riccardo Corvi D. Cozzolino Giovanni Poggi Koki Nagano L. Verdoliva DiffM 29 89 0 13 Apr 2023
Self-Supervised Video Forensics by Audio-Visual Anomaly Detection Chao Feng Ziyang Chen Andrew Owens 31 71 0 04 Jan 2023
A Dataless FaceSwap Detection Approach Using Synthetic Images Anubhav Jain Nasir D. Memon Julian Togelius CVBM 21 4 0 05 Dec 2022
SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes Nicolas Larue Ngoc-Son Vu Vitomir Štruc Peter Peer V. Christophides AAML 35 27 0 21 Nov 2022
Detection of Real-time DeepFakes in Video Conferencing with Active Probing and Corneal Reflection Hui Guo Xin Wang Siwei Lyu 27 6 0 21 Oct 2022
GOTCHA: Real-Time Video Deepfake Detection via Challenge-Response Govind Mittal C. Hegde Nasir D. Memon 27 6 0 12 Oct 2022
An Overview of Recent Work in Media Forensics: Methods and Threats Kratika Bhagtani A. Yadav Emily R. Bartusiak Ziyue Xiang Ruiting Shao Sriram Baireddy Edward J. Delp AAML 49 25 0 26 Apr 2022
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems Shu Hu Chunfang Liu Jayanta K. Dutta Ming-Ching Chang Siwei Lyu Naveen Ramakrishnan 15 15 0 11 Mar 2022
GAN-generated Faces Detection: A Survey and New Perspectives Xin Wang Hui Guo Shu Hu Ming-Ching Chang Siwei Lyu CVBM 24 63 0 15 Feb 2022
Layered Controllable Video Generation Jiahui Huang Yuhe Jin K. M. Yi Leonid Sigal VGen 17 11 0 24 Nov 2021
Robust Attentive Deep Neural Network for Exposing GAN-generated Faces Hui Guo Shu Hu Xin Wang Ming-Ching Chang Siwei Lyu CVBM 21 34 0 05 Sep 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 294 10,368 0 12 Dec 2018