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2103.02406
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Multi-attentional Deepfake Detection
Computer Vision and Pattern Recognition (CVPR), 2021
3 March 2021
Hanqing Zhao
Wenbo Zhou
Dongdong Chen
Tianyi Wei
Weiming Zhang
Nenghai Yu
3DPC
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Papers citing
"Multi-attentional Deepfake Detection"
50 / 276 papers shown
Beyond Deepfake vs Real: Facial Deepfake Detection in the Open-Set Paradigm
Nadarasar Bahavan
Sanjay Saha
Ken Chen
Sachith Seneviratne
Sanka Rasnayaka
Saman K. Halgamuge
384
0
0
30 Mar 2026
M4-BLIP: Advancing Multi-Modal Media Manipulation Detection through Face-Enhanced Local Analysis
Hang Wu
Ke Sun
Jiayi Ji
Xiaoshuai Sun
Rongrong Ji
182
0
0
01 Dec 2025
OmniFD: A Unified Model for Versatile Face Forgery Detection
Haotian Liu
Haoyu Chen
Chenhui Pan
You Hu
Guoying Zhao
Xiaobai Li
CVBM
352
0
0
30 Nov 2025
Consolidating Diffusion-Generated Video Detection with Unified Multimodal Forgery Learning
Xiaohong Liu
Xiufeng Song
Huayu Zheng
Lei Bai
Xiaoming Liu
Guangtao Zhai
DiffM
200
0
0
22 Nov 2025
Next-Frame Feature Prediction for Multimodal Deepfake Detection and Temporal Localization
Ashutosh Anshul
Shreyas Gopal
D. Rajan
Eng Siong Chng
126
0
0
13 Nov 2025
A Dual-Branch CNN for Robust Detection of AI-Generated Facial Forgeries
Xin Zhang
Yuqi Song
Fei Zuo
CVBM
AAML
436
0
0
28 Oct 2025
Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions
Razaib Tariq
Minji Heo
Simon S. Woo
Shahroz Tariq
206
1
0
27 Oct 2025
FakeChain: Exposing Shallow Cues in Multi-Step Deepfake Detection
Minji Heo
Simon S. Woo
275
1
0
20 Sep 2025
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
215
1
0
28 Aug 2025
Defending Deepfake via Texture Feature Perturbation
Xiao Zhang
Changfang Chen
Tianyi Wang
AAML
191
0
0
24 Aug 2025
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
When Deepfake Detection Meets Graph Neural Network:a Unified and Lightweight Learning Framework
Haoyu Liu
Chaoyu Gong
Mengke He
Jiate Li
Kai Han
Siqiang Luo
173
0
0
07 Aug 2025
Fine-grained Multiple Supervisory Network for Multi-modal Manipulation Detecting and Grounding
Xinquan Yu
Wei Lu
Xiangyang Luo
359
1
0
04 Aug 2025
NS-Net: Decoupling CLIP Semantic Information through NULL-Space for Generalizable AI-Generated Image Detection
Jiazhen Yan
Fan Wang
Weiwei Jiang
Wandi Qiao
Zhangjie Fu
DiffM
295
7
0
02 Aug 2025
Visual Language Models as Zero-Shot Deepfake Detectors
Viacheslav Pirogov
VLM
307
3
0
30 Jul 2025
Suppressing Gradient Conflict for Generalizable Deepfake Detection
Ming-Hui Liu
Harry Cheng
Xin Luo
Xin-Shun Xu
224
0
0
29 Jul 2025
Evaluating Deepfake Detectors in the Wild
Viacheslav Pirogov
Maksim Artemev
499
2
0
29 Jul 2025
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
293
0
0
28 Jul 2025
Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics
Yuezun Li
Delong Zhu
Xinjie Cui
Siwei Lyu
301
8
0
24 Jul 2025
Deepfake Caricatures: Amplifying attention to artifacts increases deepfake detection by humans and machines
Camilo Luciano Fosco
Emilie Josephs
A. Andonian
Allen Lee
581
4
0
01 Jul 2025
Seeing What Matters: Generalizable AI-generated Video Detection with Forensic-Oriented Augmentation
Riccardo Corvi
D. Cozzolino
Ekta Prashnani
Shalini De Mello
Koki Nagano
L. Verdoliva
ViT
535
5
0
20 Jun 2025
FAME: A Lightweight Spatio-Temporal Network for Model Attribution of Face-Swap Deepfakes
Expert systems with applications (ESWA), 2025
Wasim Ahmad
Yan-Tsung Peng
Yuan-Hao Chang
CVBM
248
6
0
13 Jun 2025
Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives
Shijing He
Yaxiong Lei
Zihan Zhang
Yuzhou Sun
S. Li
Chi Zhang
Juan Ye
221
5
0
07 Jun 2025
Contrastive Desensitization Learning for Cross Domain Face Forgery Detection
Lingyu Qiu
Ke Jiang
Xiaoyang Tan
CVBM
520
0
0
27 May 2025
Do DeepFake Attribution Models Generalize?
Spiros Baxavanakis
Manos Schinas
Symeon Papadopoulos
200
5
0
22 May 2025
CAD: A General Multimodal Framework for Video Deepfake Detection via Cross-Modal Alignment and Distillation
Yuxuan Du
Zhendong Wang
Yuhao Luo
Caiyong Piao
Zhiyuan Yan
Hao Li
Lichao Sun
443
8
0
21 May 2025
Multiscale Adaptive Conflict-Balancing Model For Multimedia Deepfake Detection
International Conference on Multimedia Retrieval (ICMR), 2025
Zihan Xiong
Xiaohua Wu
Lei Chen
Fangqi Lou
265
1
0
19 May 2025
LAMM-ViT: AI Face Detection via Layer-Aware Modulation of Region-Guided Attention
Jiangling Zhang
Weijie Zhu
Jirui Huang
Yaxiong Chen
401
0
0
12 May 2025
Multimodal Fake News Detection: MFND Dataset and Shallow-Deep Multitask Learning
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Ye Zhu
Yunan Wang
Zitong Yu
221
6
0
11 May 2025
Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection
Tharindu Fernando
Clinton Fookes
Sridha Sridharan
Akila Pemasiri
431
1
0
08 May 2025
Learning Real Facial Concepts for Independent Deepfake Detection
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Ming-Hui Liu
Harry Cheng
Tianyi Wang
Xin Luo
Xin-Shun Xu
363
4
0
07 May 2025
Combating Falsification of Speech Videos with Live Optical Signatures (Extended Version)
Hadleigh Schwartz
Xiaofeng Yan
Charles J. Carver
Xia Zhou
480
0
0
30 Apr 2025
Towards Generalizable Deepfake Detection with Spatial-Frequency Collaborative Learning and Hierarchical Cross-Modal Fusion
Mengyu Qiao
Runze Tian
Yang Wang
561
1
0
24 Apr 2025
Can GPT tell us why these images are synthesized? Empowering Multimodal Large Language Models for Forensics
Information Hiding and Multimedia Security Workshop (IH&MMSec), 2025
Yiran He
Yun Cao
Bowen Yang
Zeyu Zhang
264
4
0
16 Apr 2025
LoRAX: LoRA eXpandable Networks for Continual Synthetic Image Attribution
Danielle Sullivan-Pao
Nicole Tian
Pooya Khorrami
CLL
398
1
0
10 Apr 2025
SUEDE:Shared Unified Experts for Physical-Digital Face Attack Detection Enhancement
Zuying Xie
Changtao Miao
Ajian Liu
Jiaxin Guo
Feng-Qiang Li
D. Guo
Yunfeng Diao
AAML
272
3
0
07 Apr 2025
From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes
Long Ma
Zhiyuan Yan
Jin Xu
Jin Xu
Qinglang Guo
Hu Huang
Yong Liao
Hui Lin
CVBM
393
13
0
07 Apr 2025
Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection
AAAI Conference on Artificial Intelligence (AAAI), 2025
Shunxin Chen
Ajian Liu
Junze Zheng
Jun Wan
Kailai Peng
Sergio Escalera
Zhen Lei
AAML
305
11
0
01 Apr 2025
FA^{3}-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack Detection
IEEE Transactions on Information Forensics and Security (TIFS), 2025
Yongqian Li
Ning Li
Ajian Liu
Hui Ma
Liying Yang
Xihong Chen
Zhiyao Liang
Yanyan Liang
Jun Wan
Zhen Lei
AAML
447
10
0
01 Apr 2025
D2Fusion: Dual-domain Fusion with Feature Superposition for Deepfake Detection
Information Fusion (Inf. Fusion), 2025
Xueqi Qiu
Xingyu Miao
Fan Wan
Haoran Duan
Tejal Shah
Varun Ojhab
Yang Longa
R. Ranjan
328
16
0
21 Mar 2025
Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection
Peipeng Yu
Jianwei Fei
Hui Gao
Xuan Feng
Zhihua Xia
Chip-Hong Chang
MLLM
VLM
610
1
0
19 Mar 2025
VoD: Learning Volume of Differences for Video-Based Deepfake Detection
Ying Xu
Marius Pedersen
Kiran Raja
242
0
0
10 Mar 2025
Deepfake Detection via Knowledge Injection
Tonghui Li
Yuanfang Guo
Ziqiang Liu
Heqi Peng
Yunhong Wang
377
2
0
04 Mar 2025
From Deception to Perception: The Surprising Benefits of Deepfakes for Detecting, Measuring, and Mitigating Bias
Yizhi Liu
Balaji Padmanabhan
Siva Viswanathan
199
1
0
16 Feb 2025
Deepfake Detection with Spatio-Temporal Consistency and Attention
Yunzhuo Chen
Naveed Akhtar
Nur Al Hasan Haldar
Lin Wang
487
4
0
12 Feb 2025
WMamba: Wavelet-based Mamba for Face Forgery Detection
Siran Peng
Tianshuo Zhang
Li Gao
Xiangyu Zhu
Huatian Zhang
Kai Pang
Zhen Lei
Mamba
418
14
0
16 Jan 2025
HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection
Anant Mehta
Bryant McArthur
Nagarjuna Kolloju
Zhengzhong Tu
331
6
0
10 Jan 2025
Towards Interactive Deepfake Analysis
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Lixiong Qin
Ning Jiang
Yang Zhang
Yuhan Qiu
Dingheng Zeng
Jiani Hu
Weihong Deng
ALM
173
6
0
03 Jan 2025
GLCF: A Global-Local Multimodal Coherence Analysis Framework for Talking Face Generation Detection
AAAI Conference on Artificial Intelligence (AAAI), 2024
Xiaocan Chen
Qilin Yin
Jiarui Liu
Wei Lu
Xiangyang Luo
Jiantao Zhou
CVBM
475
2
0
18 Dec 2024
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook
Florinel-Alin Croitoru
Andrei Iulian Hiji
Vlad Hondru
Nicolae-Cătălin Ristea
Paul Irofti
Marius Popescu
Cristian Rusu
Radu Tudor Ionescu
Fahad Shahbaz Khan
Mubarak Shah
480
24
0
29 Nov 2024
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