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Exposing DeepFake Videos By Detecting Face Warping Artifacts

1 November 2018

Papers citing "Exposing DeepFake Videos By Detecting Face Warping Artifacts"

50 / 325 papers shown

Title
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 92 0 0 27 Nov 2025
UMCL: Unimodal-generated Multimodal Contrastive Learning for Cross-compression-rate Deepfake Detection Ching-Yi Lai Chih-Yu Jian Pei-Cheng Chuang Chia-ming Lee Chih-Chung Hsu Chiou-Ting Hsu Chia-Wen Lin 132 0 0 24 Nov 2025
Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection Tianxiang Zhang Peipeng Yu Zhihua Xia Longchen Dai Xiaoyu Zhou Hui Gao 160 0 0 15 Nov 2025
Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation Yuxuan Zhou Tao Yu Wen Huang Yuheng Zhang Tao Dai Shu-Tao Xia 128 0 0 10 Nov 2025
Referee: Reference-aware Audiovisual Deepfake Detection Hyemin Boo Eunsang Lee Jiyoung Lee 77 0 0 31 Oct 2025
PIA: Deepfake Detection Using Phoneme-Temporal and Identity-Dynamic Analysis Soumyya Kanti Datta Tanvi Ranga Chengzhe Sun Siwei Lyu 138 1 0 16 Oct 2025
Seeing Through the Blur: Unlocking Defocus Maps for Deepfake Detection Minsun Jeon Simon S. Woo 120 2 0 27 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 124 1 0 28 Aug 2025
A Spatial-Frequency Aware Multi-Scale Fusion Network for Real-Time Deepfake Detection Libo Lv Tianyi Wang Mengxiao Huang Ruixia Liu Yinglong Wang 92 0 0 28 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 152 0 0 14 Aug 2025
From Prediction to Explanation: Multimodal, Explainable, and Interactive Deepfake Detection Framework for Non-Expert Users Shahroz Tariq Simon S. Woo Priyanka Singh Irena Irmalasari Saakshi Gupta Dev Gupta 119 3 0 11 Aug 2025
D3: Training-Free AI-Generated Video Detection Using Second-Order Features Chende Zheng Ruiqi suo Chenhao Lin Zhengyu Zhao Le Yang Shuai Liu Minghui Yang Cong Wang Chao Shen DiffM VGen 182 3 0 01 Aug 2025
Video Forgery Detection with Optical Flow Residuals and Spatial-Temporal Consistency Xi Xue Kunio Suzuki Nabarun Goswami Takuya Shintate VGen 163 0 0 01 Aug 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 203 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 239 3 0 24 Jul 2025
Towards Trustworthy AI: Secure Deepfake Detection using CNNs and Zero-Knowledge Proofs H M Mohaimanul Islam Huynh Q. N. Vo Aditya Rane 69 0 0 22 Jul 2025
Seeing Through Deepfakes: A Human-Inspired Framework for Multi-Face Detection Juan Hu Shaojing Fan Terence Sim 107 1 0 20 Jul 2025
Deepfake Caricatures: Amplifying attention to artifacts increases deepfake detection by humans and machines Camilo Luciano Fosco Emilie Josephs A. Andonian Allen Lee 502 4 0 01 Jul 2025
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 211 4 0 13 Jun 2025
50 Years of Automated Face Recognition Minchul Kim Anil K. Jain Xiaoming Liu 318 4 0 30 May 2025
Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes Kaiqing Lin Zhiyuan Yan Ke-Yue Zhang Li Hao Yue Zhou Yuzhen Lin Weixiang Li Taiping Yao Shouhong Ding Bin Li 277 2 0 26 May 2025
Towards Open-world Generalized Deepfake Detection: General Feature Extraction via Unsupervised Domain Adaptation Midou Guo Qilin Yin Wei Lu Xiangyang Luo 125 1 0 18 May 2025
ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization Bo Du Xuekang Zhu Xiaochen Ma Chenfan Qu Kaiwen Feng Zhe Yang Chi-Man Pun Jian Liu Jizhe Zhou 454 1 0 16 May 2025
Where the Devil Hides: Deepfake Detectors Can No Longer Be TrustedComputer Vision and Pattern Recognition (CVPR), 2025 Shuaiwei Yuan Junyu Dong Yuezun Li AAML 289 2 0 13 May 2025
WaveGuard: Robust Deepfake Detection and Source Tracing via Dual-Tree Complex Wavelet and Graph Neural Networks Ziyuan He Zhiqing Guo Liejun Wang Gaobo Yang Yunfeng Diao Dan Ma 499 0 0 13 May 2025
Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Tharindu Fernando Clinton Fookes Sridha Sridharan Akila Pemasiri 364 1 0 08 May 2025
Robust AI-Generated Face Detection with Imbalanced Data Yamini Sri Krubha Aryana Hou Braden Vester Web Walker Xinze Wang Li Lin Shu Hu 381 4 0 04 May 2025
Simple Visual Artifact Detection in Sora-Generated Videos Misora Sugiyama Hirokatsu Kataoka EGVM 207 0 0 30 Apr 2025
SelfMAD: Enhancing Generalization and Robustness in Morphing Attack Detection via Self-Supervised LearningIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2025 Marija Ivanovska Leon Todorov Naser Damer Deepak Kumar Jain Peter Peer Vitomir Štruc AAML 252 1 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 319 6 0 07 Apr 2025
Detecting Lip-Syncing Deepfakes: Vision Temporal Transformer for Analyzing Mouth Inconsistencies Soumyya Kanti Datta Shan Jia Siwei Lyu 252 2 0 02 Apr 2025
Detecting Localized Deepfake Manipulations Using Action Unit-Guided Video Representations Tharun Anand Siva Sankar Pravin Nair AAML 235 2 0 28 Mar 2025
Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face DetectorComputer Vision and Pattern Recognition (CVPR), 2025 Xiao Guo Xiufeng Song Yue Zhang Xiaohong Liu Xuyang Liu 372 23 0 26 Mar 2025
MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic EvidenceIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Tai D. Nguyen Matthew C. Stamm 330 0 0 26 Mar 2025
D2Fusion: Dual-domain Fusion with Feature Superposition for Deepfake DetectionInformation Fusion (Inf. Fusion), 2025 Xueqi Qiu Xingyu Miao Fan Wan Haoran Duan Tejal Shah Varun Ojhab Yang Longa R. Ranjan 257 9 0 21 Mar 2025
TruthLens: Visual Grounding for Universal DeepFake Reasoning Rohit Kundu Shan Jia Vishal Mohanty Athula Balachandran Amit K. Roy-Chowdhury 396 3 0 20 Mar 2025
Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation Siwei Wen Junyan Ye Peilin Feng Hengrui Kang Zichen Wen Yuxiao Chen Jiang Wu Wenjun Wu Conghui He Weijia Li 325 28 0 19 Mar 2025
Unmasking the Unknown: Facial Deepfake Detection in the Open-Set Paradigm Nadarasar Bahavan Sanjay Saha Ken Chen Sachith Seneviratne Sanka Rasnayaka Saman K. Halgamuge 326 0 0 11 Mar 2025
Deepfake Detection via Knowledge Injection Tonghui Li Yuanfang Guo Ziqiang Liu Heqi Peng Yunhong Wang 314 2 0 04 Mar 2025
Deepfake Detection with Spatio-Temporal Consistency and Attention Yunzhuo Chen Naveed Akhtar Nur Al Hasan Haldar Lin Wang 405 4 0 12 Feb 2025
A Lightweight and Interpretable Deepfakes Detection Framework Muhammad Umar Farooq A. Javed K. Malik Muhammad Anas Raza CVBM 179 2 0 21 Jan 2025
Exploring Unbiased Deepfake Detection via Token-Level Shuffling and MixingAAAI Conference on Artificial Intelligence (AAAI), 2025 Xinghe Fu Zhiyuan Yan Taiping Yao Shen Chen Xi Li 220 23 0 08 Jan 2025
FRIDAY: Mitigating Unintentional Facial Identity in Deepfake Detectors Guided by Facial RecognizersVisual Communications and Image Processing (VCIP), 2024 Younhun Kim Myung-Joon Kwon Wonjun Lee Changick Kim 200 1 0 19 Dec 2024
Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated ContentComputer Vision and Pattern Recognition (CVPR), 2024 Rohit Kundu Hao Xiong Vishal Mohanty Athula Balachandran Amit K. Roy-Chowdhury ViT 218 6 0 16 Dec 2024
Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection Xinjie Cui Rui Wang Delong Zhu Jiaran Zhou Junyu Dong Siwei Lyu 591 4 0 29 Nov 2024
LampMark: Proactive Deepfake Detection via Training-Free Landmark Perceptual WatermarksACM Multimedia (MM), 2024 Tianyi Wang Mengxiao Huang Harry Cheng Xiao Zhang Zhiqi Shen 349 20 0 26 Nov 2024
Capture Artifacts via Progressive Disentangling and Purifying Blended Identities for Deepfake Detection Weijie Zhou Xiaoqing Luo Zhancheng Zhang Jiachen He Xiaojun Wu 230 3 0 14 Oct 2024
A Multimodal Framework for Deepfake DetectionJournal of Electrical Systems (JES), 2024 Kashish Gandhi Prutha Kulkarni Taran Shah Piyush Chaudhari Meera Narvekar Kranti Ghag 133 8 0 04 Oct 2024
Social Media Authentication and Combating Deepfakes using Semi-fragile Invisible Image WatermarkingDigital Threats: Research and Practice (DTRAP), 2024 Aakash Varma Nadimpalli A. Rattani AAML WIGM 190 8 0 02 Oct 2024
A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense ReasoningNeural Information Processing Systems (NeurIPS), 2024 Niki Maria Foteinopoulou Enjie Ghorbel Djamila Aouada 362 8 0 01 Oct 2024