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DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery
  Detection
v1v2 (latest)

DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection

Computer Vision and Pattern Recognition (CVPR), 2020
9 January 2020
Liming Jiang
Ren Li
Wayne Wu
Chao Qian
Chen Change Loy
    CVBMPICV
ArXiv (abs)PDFHTML

Papers citing "DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection"

50 / 219 papers shown
Beyond Flicker: Detecting Kinematic Inconsistencies for Generalizable Deepfake Video Detection
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Alejandro Cobo
Roberto Valle
J. M. Buenaposada
Luis Baumela
107
0
0
03 Dec 2025
OmniFD: A Unified Model for Versatile Face Forgery Detection
OmniFD: A Unified Model for Versatile Face Forgery Detection
Haotian Liu
Haoyu Chen
Chenhui Pan
You Hu
Guoying Zhao
Xiaobai Li
CVBM
359
0
0
30 Nov 2025
Do You See What I Say? Generalizable Deepfake Detection based on Visual Speech Recognition
Do You See What I Say? Generalizable Deepfake Detection based on Visual Speech Recognition
Maheswar Bora
Tashvik Dhamija
Shukesh Reddy
Baptiste Chopin
P. Balaji
Abhijit Das
A. Dantcheva
156
0
0
27 Nov 2025
AVFakeBench: A Comprehensive Audio-Video Forgery Detection Benchmark for AV-LMMs
AVFakeBench: A Comprehensive Audio-Video Forgery Detection Benchmark for AV-LMMs
Shuhan Xia
Peipei Li
Xuannan Liu
Dongsen Zhang
Xinyu Guo
Zekun Li
AAML
297
1
0
26 Nov 2025
DeiTFake: Deepfake Detection Model using DeiT Multi-Stage Training
DeiTFake: Deepfake Detection Model using DeiT Multi-Stage Training
Saksham Kumar
Ashish Singh
Srinivasarao Thota
Sunil Kumar Singh
Chandan Kumar
106
0
0
15 Nov 2025
Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions
Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions
Razaib Tariq
Minji Heo
Simon S. Woo
Shahroz Tariq
209
1
0
27 Oct 2025
DeepfakeBench-MM: A Comprehensive Benchmark for Multimodal Deepfake Detection
DeepfakeBench-MM: A Comprehensive Benchmark for Multimodal Deepfake Detection
Kangran Zhao
Yupeng Chen
Xiaoyu Zhang
Yize Chen
Weinan Guan
...
Chengzhe Sun
Soumyya Kanti Datta
Qingshan Liu
Siwei Lyu
Baoyuan Wu
185
1
0
26 Oct 2025
Fit for Purpose? Deepfake Detection in the Real World
Fit for Purpose? Deepfake Detection in the Real World
Guangyu Lin
Li Lin
Christina P. Walker
Daniel S. Schiff
Shu Hu
238
2
0
18 Oct 2025
Unmasking Facial DeepFakes: A Robust Multiview Detection Framework for Natural Images
Unmasking Facial DeepFakes: A Robust Multiview Detection Framework for Natural Images
Sami Belguesmia
Mohand Saïd Allili
Assia Hamadene
CVBM
183
0
0
17 Oct 2025
Towards Real-World Deepfake Detection: A Diverse In-the-wild Dataset of Forgery Faces
Towards Real-World Deepfake Detection: A Diverse In-the-wild Dataset of Forgery Faces
Junyu Shi
Minghui Li
Junguo Zuo
Zhifei Yu
Yipeng Lin
...
Ziqi Zhou
Yechao Zhang
Wei Wan
Yinzhe Xu
Leo Yu Zhang
AAML
246
0
0
09 Oct 2025
FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing
FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing
Hossein Kashiani
Niloufar Alipour Talemi
Fatemeh Afghah
331
13
0
26 Sep 2025
Beyond Artificial Misalignment: Detecting and Grounding Semantic-Coordinated Multimodal Manipulations
Beyond Artificial Misalignment: Detecting and Grounding Semantic-Coordinated Multimodal Manipulations
Jinjie Shen
Yaxiong Wang
Lechao Cheng
Nan Pu
Zhun Zhong
268
3
0
16 Sep 2025
AI-Generated Content in Cross-Domain Applications: Research Trends, Challenges and Propositions
AI-Generated Content in Cross-Domain Applications: Research Trends, Challenges and PropositionsKnowledge-Based Systems (KBS), 2025
Jianxin Li
Liang Qu
Taotao Cai
Zhixue Zhao
Nur Al Hasan Haldar
...
Karen Blackmore
Nasimul Noman
Jingxian Cheng
Ningning Cui
Jianliang Xu
288
6
0
14 Sep 2025
MFFI: Multi-Dimensional Face Forgery Image Dataset for Real-World Scenarios
MFFI: Multi-Dimensional Face Forgery Image Dataset for Real-World Scenarios
Changtao Miao
Yi Zhang
Man Luo
Weiwei Feng
Kaiyuan Zheng
...
Jianshu Li
Yunfeng Diao
Wei Zhou
Joey Tianyi Zhou
Xiaoshuai Hao
164
2
0
06 Sep 2025
FakeParts: a New Family of AI-Generated DeepFakes
FakeParts: a New Family of AI-Generated DeepFakes
Gaetan Brison
Soobash Daiboo
Samy Aimeur
Awais Hussain Sani
Xi Wang
Gianni Franchi
Vicky Kalogeiton
Vicky Kalogeiton
226
1
0
28 Aug 2025
Improving Generalization in Deepfake Detection with Face Foundation Models and Metric Learning
Improving Generalization in Deepfake Detection with Face Foundation Models and Metric Learning
Stelios Mylonas
Symeon Papadopoulos
201
0
0
27 Aug 2025
Forgery Guided Learning Strategy with Dual Perception Network for Deepfake Cross-domain Detection
Forgery Guided Learning Strategy with Dual Perception Network for Deepfake Cross-domain Detection
Lixin Jia
Zhiqing Guo
Gaobo Yang
Liejun Wang
Keqin Li
AAML
222
0
0
14 Aug 2025
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery DetectionNeural Information Processing Systems (NeurIPS), 2025
Yachao Liang
Min Yu
Gang Li
Jianguo Jiang
B. Li
Feng Yu
Ning Zhang
Xiang Meng
Weiqing Huang
AAML
249
10
0
13 Aug 2025
Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance
Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance
Yuchu Jiang
Jian Zhao
Yuchen Yuan
Tianle Zhang
Yao Huang
...
Ya Zhang
Shuicheng Yan
Chi Zhang
Z. He
Xuelong Li
SILM
543
6
0
12 Aug 2025
Robust Deepfake Detection for Electronic Know Your Customer Systems Using Registered Images
Robust Deepfake Detection for Electronic Know Your Customer Systems Using Registered ImagesIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2025
Takuma Amada
Kazuya Kakizaki
Taiki Miyagawa
Akinori F. Ebihara
Kaede Shiohara
T. Yamasaki
181
1
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30 Jul 2025
AV-Deepfake1M++: A Large-Scale Audio-Visual Deepfake Benchmark with Real-World Perturbations
AV-Deepfake1M++: A Large-Scale Audio-Visual Deepfake Benchmark with Real-World Perturbations
Zhixi Cai
Kartik Kuckreja
Shreya Ghosh
Akanksha Chuchra
Muhammad Haris Khan
Usman Tariq
Tom Gedeon
Abhinav Dhall
353
8
0
28 Jul 2025
HAMLET-FFD: Hierarchical Adaptive Multi-modal Learning Embeddings Transformation for Face Forgery Detection
HAMLET-FFD: Hierarchical Adaptive Multi-modal Learning Embeddings Transformation for Face Forgery Detection
Jialei Cui
Jianwei Du
Yanzhe Li
Lei Gao
Hui Jiang
Chenfu Bao
297
0
0
28 Jul 2025
Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics
Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics
Yuezun Li
Delong Zhu
Xinjie Cui
Siwei Lyu
303
8
0
24 Jul 2025
Identifying Prompted Artist Names from Generated Images
Identifying Prompted Artist Names from Generated Images
Grace Su
Sheng-Yu Wang
Aaron Hertzmann
Eli Shechtman
Jun-Yan Zhu
Richard Zhang
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299
0
0
24 Jul 2025
FAME: A Lightweight Spatio-Temporal Network for Model Attribution of Face-Swap Deepfakes
FAME: A Lightweight Spatio-Temporal Network for Model Attribution of Face-Swap DeepfakesExpert systems with applications (ESWA), 2025
Wasim Ahmad
Yan-Tsung Peng
Yuan-Hao Chang
CVBM
249
7
0
13 Jun 2025
Tell me Habibi, is it Real or Fake?
Tell me Habibi, is it Real or Fake?
Kartik Kuckreja
Parul Gupta
Injy Hamed
Thamar Solorio
Muhammad Haris Khan
Abhinav Dhall
335
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0
28 May 2025
Beyond Face Swapping: A Diffusion-Based Digital Human Benchmark for Multimodal Deepfake Detection
Beyond Face Swapping: A Diffusion-Based Digital Human Benchmark for Multimodal Deepfake Detection
Jiaxin Liu
Jia Wang
Saihui Hou
Min Ren
Huijia Wu
Long Ma
Renwang Pei
Zhaofeng He
DiffM
627
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22 May 2025
Benchmarking Unified Face Attack Detection via Hierarchical Prompt Tuning
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Ajian Liu
Haocheng Yuan
Xiao Guo
Hui Ma
Wanyi Zhuang
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Yanyan Liang
Weiqiang Wang
Jun Wan
Xiaoming Liu
Zhen Lei
AAMLCVBM
467
18
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19 May 2025
MAVOS-DD: Multilingual Audio-Video Open-Set Deepfake Detection Benchmark
MAVOS-DD: Multilingual Audio-Video Open-Set Deepfake Detection Benchmark
Florinel-Alin Croitoru
Vlad Hondru
Marius Popescu
Radu Tudor Ionescu
Fahad Shahbaz Khan
Mubarak Shah
293
4
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16 May 2025
FauForensics: Boosting Audio-Visual Deepfake Detection with Facial Action Units
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Jian Wang
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Li Liu
Qingshan Liu
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477
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PVLM: Parsing-Aware Vision Language Model with Dynamic Contrastive Learning for Zero-Shot Deepfake Attribution
PVLM: Parsing-Aware Vision Language Model with Dynamic Contrastive Learning for Zero-Shot Deepfake Attribution
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D2Fusion: Dual-domain Fusion with Feature Superposition for Deepfake Detection
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Xingyu Miao
Fan Wan
Haoran Duan
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Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models
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Xian Li
Shichao Dong
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Wenqi Shao
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ExDDV: A New Dataset for Explainable Deepfake Detection in Video
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Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024
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DiffFake: Exposing Deepfakes using Differential Anomaly Detection
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Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing
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Distilled Transformers with Locally Enhanced Global Representations for Face Forgery Detection
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Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated Content
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