Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics

27 September 2019

Pu Sun

Papers citing "Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics"

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Title
Where the Devil Hides: Deepfake Detectors Can No Longer Be Trusted Shuaiwei Yuan Junyu Dong Yuezun Li AAML 24 0 0 13 May 2025
Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Tharindu Fernando Clinton Fookes S. Sridharan Simon Denman 41 0 0 08 May 2025
DATA: Multi-Disentanglement based Contrastive Learning for Open-World Semi-Supervised Deepfake Attribution Ming-Hui Liu Xiao-Qian Liu Xin Luo Xin-Shun Xu 56 0 0 07 May 2025
AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection Muhammad Salman Iqra Tariq Mishal Zulfiqar Muqadas Jalal Sami Aujla Sumbal Fatima 36 0 0 01 May 2025
Learning Joint ID-Textual Representation for ID-Preserving Image Synthesis Zichuan Liu Liming Jiang Qing Yan Yumin Jia Hao Kang Xin Lu DiffM 31 0 0 19 Apr 2025
Detecting Localized Deepfake Manipulations Using Action Unit-Guided Video Representations Tharun Anand Siva Sankar Pravin Nair AAML 45 0 0 28 Mar 2025
Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024 Nuria Alina Chandra Ryan Murtfeldt Lin Qiu Arnab Karmakar Hannah Lee ... Sejin Paik Changyeon Lee Jongwook Choi Aerin Kim O. Etzioni 59 3 0 04 Mar 2025
Lightweight Deepfake Detection Based on Multi-Feature Fusion Siddiqui Muhammad Yasir Hyun Kim 58 2 0 17 Feb 2025
DFCon: Attention-Driven Supervised Contrastive Learning for Robust Deepfake Detection MD Sadik Hossain Shanto Mahir Labib Dihan Souvik Ghosh Riad Ahmed Anonto Hafijul Hoque Chowdhury ... Rakib Ahsan Md Tanvir Hassan MD Roqunuzzaman Sojib Sheikh Azizul Hakim M. Saifur Rahman CVBM 71 0 0 28 Jan 2025
WMamba: Wavelet-based Mamba for Face Forgery Detection Siran Peng Tianshuo Zhang Li Gao Xiangyu Zhu H. M. Zhang Kai Pang Zhen Lei Mamba 73 2 0 17 Jan 2025
LatentForensics: Towards frugal deepfake detection in the StyleGAN latent space Matthieu Delmas Amine Kacete 43 1 0 31 Dec 2024
Distilled Transformers with Locally Enhanced Global Representations for Face Forgery Detection Yaning Zhang Qiufu Li Zitong Yu L. Shen ViT 45 3 0 31 Dec 2024
Forensics Adapter: Adapting CLIP for Generalizable Face Forgery Detection Xinjie Cui Y. Li Ao Luo Jiaran Zhou Junyu Dong 122 4 0 29 Nov 2024
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 110 1 0 26 Nov 2024
DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization C. Koutlis Symeon Papadopoulos 58 2 0 15 Nov 2024
MFCLIP: Multi-modal Fine-grained CLIP for Generalizable Diffusion Face Forgery Detection Yaning Zhang Tianyi Wang Zitong Yu Zan Gao Linlin Shen Shengyong Chen DiffM 65 3 0 15 Sep 2024
Learning to Discover Forgery Cues for Face Forgery Detection Jiahe Tian Peng-Wen Chen Cai Yu Xiaomeng Fu Xi Wang Jiao Dai Jizhong Han CVBM AAML 32 6 0 02 Sep 2024
GM-DF: Generalized Multi-Scenario Deepfake Detection Yingxin Lai Zitong Yu Jing Yang Bin Li Xiangui Kang Linlin Shen 30 7 0 28 Jun 2024
PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection Alvaro Lopez Pellcier Yi Li Plamen Angelov DiffM 26 8 0 22 Jun 2024
AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark Li Lin Santosh Xin Eric Wang Shu Hu Shu Hu EGVM 81 11 0 02 Jun 2024
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 53 3 0 14 May 2024
Counterfactual Explanations for Face Forgery Detection via Adversarial Removal of Artifacts Yang Li Songlin Yang Wei Wang Ziwen He Bo Peng Jing Dong AAML 26 2 0 12 Apr 2024
Deepfake Sentry: Harnessing Ensemble Intelligence for Resilient Detection and Generalisation Liviu-Daniel Ștefan Dan-Cristian Stanciu Mihai Dogariu M. Constantin A. Jitaru Bogdan Ionescu AAML 37 0 0 29 Mar 2024
Deepfake Detection and the Impact of Limited Computing Capabilities Paloma Cantero-Arjona Alfonso Sánchez-Macián 33 2 0 08 Feb 2024
Generalized Deepfakes Detection with Reconstructed-Blended Images and Multi-scale Feature Reconstruction Network Yuyang Sun H. Nguyen Chun-Shien Lu ZhiYong Zhang Lu Sun Isao Echizen CVBM 43 2 0 13 Dec 2023
Individualized Deepfake Detection Exploiting Traces Due to Double Neural-Network Operations Mushfiqur Rahman Runze Liu Chau-Wai Wong Huaiyu Dai 36 0 0 13 Dec 2023
An adversarial attack approach for eXplainable AI evaluation on deepfake detection models Balachandar Gowrisankar V. Thing AAML 28 11 0 08 Dec 2023
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network Xiao Guo Vishal Asnani Sijia Liu Xiaoming Liu 27 5 0 03 Dec 2023
Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies Mulin Tian Mahyar Khayatkhoei Joe Mathai Wael AbdAlmageed 23 6 0 28 Nov 2023
Unearthing Common Inconsistency for Generalisable Deepfake Detection Beilin Chu Xuan Xu Weike You Linna Zhou 24 0 0 20 Nov 2023
Cross-domain Robust Deepfake Bias Expansion Network for Face Forgery Detection Weihua Liu Lin Li Chaochao Lin Said Boumaraf CVBM 28 0 0 08 Oct 2023
Controllable Guide-Space for Generalizable Face Forgery Detection Yingjie Guo Cheng Zhen Pengfei Yan CVBM AAML 30 21 0 26 Jul 2023
Towards Generalizable Deepfake Detection by Primary Region Regularization Harry Cheng Yangyang Guo Tianyi Wang Liqiang Nie Mohan S. Kankanhalli 47 0 0 24 Jul 2023
AltFreezing for More General Video Face Forgery Detection Zhendong Wang Jianmin Bao Wen-gang Zhou Weilun Wang Houqiang Li ViT CVBM 29 65 0 17 Jul 2023
Searching for the Fakes: Efficient Neural Architecture Search for General Face Forgery Detection Xiao Jin Xinwen Mu Jing Xu CVBM 13 0 0 15 Jun 2023
Multi-spectral Class Center Network for Face Manipulation Detection and Localization Changtao Miao Qi Chu Zhentao Tan Zhenchao Jin Tao Gong Wanyi Zhuang Yuehua Wu B. Liu Honggang Hu Nenghai Yu CVBM 47 4 0 18 May 2023
Assessment Framework for Deepfake Detection in Real-world Situations Yuhang Lu Touradj Ebrahimi CVBM 19 17 0 12 Apr 2023
Detecting and Grounding Multi-Modal Media Manipulation Rui Shao Tianxing Wu Ziwei Liu 44 57 0 05 Apr 2023
Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images Roberto Amoroso Davide Morelli Marcella Cornia Lorenzo Baraldi A. Bimbo Rita Cucchiara DiffM 37 29 0 02 Apr 2023
Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection Chuer Yu Xuhong Zhang Yuxuan Duan Senbo Yan Zonghui Wang Yang Xiang S. Ji Wenzhi Chen AAML 27 4 0 30 Mar 2023
Impact of Video Processing Operations in Deepfake Detection Yuhang Lu Touradj Ebrahimi CVBM 25 3 0 30 Mar 2023
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation Chen Kong Haoliang Li Shiqi Wang ViT CVBM 37 15 0 02 Mar 2023
Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection Chu Zhou Jiajun Huang Daochang Liu Chengbin Du Siqi Ma Surya Nepal Chang Xu 25 0 0 21 Feb 2023
Anti-Compression Contrastive Facial Forgery Detection Jiajun Huang Xinqi Zhu Chengbin Du Siqi Ma Surya Nepal Chang Xu CVBM 30 3 0 13 Feb 2023
Warning: Humans Cannot Reliably Detect Speech Deepfakes Kimberly T. Mai Sergi D. Bray Toby O. Davies Lewis D. Griffin 37 40 0 19 Jan 2023
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection Junke Wang Zhenxin Li Chao Zhang Jingjing Chen Zuxuan Wu Larry S. Davis Yueping Jiang AAML 34 5 0 12 Dec 2022
FakeOut: Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection Gil Knafo Ohad Fried 21 5 0 01 Dec 2022
Semantic-aware One-shot Face Re-enactment with Dense Correspondence Estimation Yunfan Liu Qi Li Zhen Sun T. Tan CVBM 11 0 0 23 Nov 2022
DEEPFAKE CLI: Accelerated Deepfake Detection using FPGAs Omkar Bhilare Rahul Singh V. Paranjape Sravan Chittupalli Shraddha Suratkar F. Kazi 23 1 0 26 Oct 2022
Multi-Scale Wavelet Transformer for Face Forgery Detection Jie Liu Jingjing Wang Peng Zhang Chunmao Wang Di Xie Shiliang Pu ViT CVBM 30 8 0 08 Oct 2022