Exposing DeepFake Videos By Detecting Face Warping Artifacts

1 November 2018

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

50 / 302 papers shown

Title
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge Hanzhe Li Yuezun Li Jiaran Zhou Bin Li Junyu Dong CVBM 36 9 0 22 Apr 2024
DeepFake-O-Meter v2.0: An Open Platform for DeepFake Detection Yan Ju Chengzhe Sun Shan Jia Shuwei Hou Zhaofeng Si Soumyya Kanti Datta Lipeng Ke Riky Zhou Anita Nikolich Siwei Lyu 34 3 0 19 Apr 2024
Explainable Deepfake Video Detection using Convolutional Neural Network and CapsuleNet Gazi Hasin Ishrak Zalish Mahmud Md. Zami Al Zunaed Farabe Tahera Khanom Tinni Tanzim Reza Mohammad Zavid Parvez 48 3 0 19 Apr 2024
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection Chenqi Kong Anwei Luo Song Xia Yi Yu Haoliang Li Zengwei Zheng Shiqi Wang Alex C. Kot MoE 36 6 0 12 Apr 2024
Diffusion Deepfake Chaitali Bhattacharyya Hanxiao Wang Feng Zhang Sung-Ha Kim Xiatian Zhu 32 5 0 02 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 45 0 0 29 Mar 2024
Deepfake Generation and Detection: A Benchmark and Survey Gan Pei Jiangning Zhang Menghan Hu Zhenyu Zhang Chengjie Wang Yunsheng Wu Guangtao Zhai Jian Yang Chunhua Shen Dacheng Tao 52 25 0 26 Mar 2024
Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics Shan Jia Reilin Lyu Kangran Zhao Yize Chen Zhiyuan Yan Yan Ju Chuanbo Hu Xin Li Baoyuan Wu Siwei Lyu 41 39 0 21 Mar 2024
Selective Domain-Invariant Feature for Generalizable Deepfake Detection Yingxin Lai Guoqing Yang Zhiming Luo Shaozi Li 54 14 0 19 Mar 2024
Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake Detection Yuting Xu Jian Liang Lijun Sheng Xiao-Yu Zhang 54 8 0 15 Mar 2024
Unveiling the Truth: Exploring Human Gaze Patterns in Fake Images Giuseppe Cartella Vittorio Cuculo Marcella Cornia Rita Cucchiara DiffM 81 5 0 13 Mar 2024
Real is not True: Backdoor Attacks Against Deepfake Detection Hong Sun Ziqiang Li Lei Liu Bin Li AAML 36 4 0 11 Mar 2024
Exploiting Style Latent Flows for Generalizing Deepfake Video Detection Jongwook Choi Taehoon Kim Yonghyun Jeong Seungryul Baek Jongwon Choi 44 24 0 11 Mar 2024
XAI-Based Detection of Adversarial Attacks on Deepfake Detectors Ben Pinhasov Raz Lapid Rony Ohayon Moshe Sipper Y. Aperstein AAML 35 7 0 05 Mar 2024
Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection Zhongjie Ba Qingyu Liu Zhenguang Liu Shuang Wu Feng Lin Liwang Lu Kui Ren AAML 38 34 0 04 Mar 2024
Recent Advances in Digital Image and Video Forensics, Anti-forensics and Counter Anti-forensics Maryam Al-Fehani Saif M. Al-Kuwari DiffM AAML 36 3 0 03 Feb 2024
Exposing Lip-syncing Deepfakes from Mouth Inconsistencies Soumyya Kanti Datta Shan Jia Siwei Lyu 49 6 0 18 Jan 2024
DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation Qingxuan Lv Yuezun Li Junyu Dong Sheng Chen Hui Yu Huiyu Zhou Shu Zhang AAML 30 4 0 17 Dec 2023
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 45 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
Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies Mulin Tian Mahyar Khayatkhoei Joe Mathai Wael AbdAlmageed 38 6 0 28 Nov 2023
AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset Zhixi Cai Shreya Ghosh Aman Pankaj Adatia Munawar Hayat Abhinav Dhall Kalin Stefanov 21 27 0 26 Nov 2023
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection Zhiyuan Yan Yuhao Luo Siwei Lyu Qingshan Liu Baoyuan Wu 32 55 0 19 Nov 2023
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 66 0 0 16 Nov 2023
CapST: An Enhanced and Lightweight Model Attribution Approach for Synthetic Videos Wasim Ahmad Yan-Tsung Peng Yuan-Hao Chang Gaddisa Olani Ganfure Sarwar Khan Sahibzada Adil Shahzad 23 0 0 07 Nov 2023
AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Video Deepfake Detection Sahibzada Adil Shahzad Ammarah Hashmi Yan-Tsung Peng Yu Tsao Hsin-Min Wang 34 5 0 05 Nov 2023
Deepfake Detection: Leveraging the Power of 2D and 3D CNN Ensembles Aagam Bakliwal Amit D. Joshi 19 1 0 25 Oct 2023
Local Statistics for Generative Image Detection Yung Jer Wong Teck Khim Ng DiffM 34 2 0 25 Oct 2023
AVTENet: Audio-Visual Transformer-based Ensemble Network Exploiting Multiple Experts for Video Deepfake Detection Ammarah Hashmi Sahibzada Adil Shahzad Chia-Wen Lin Yu Tsao Hsin-Min Wang ViT 53 6 0 19 Oct 2023
Facial Forgery-based Deepfake Detection using Fine-Grained Features Aakash Varma Nadimpalli A. Rattani CVBM 34 1 0 10 Oct 2023
Exploiting Facial Relationships and Feature Aggregation for Multi-Face Forgery Detection Chenhao Lin Fangbin Yi Hang Wang Qian Li Jingyi Deng Chao Shen CVBM 27 3 0 07 Oct 2023
Improving Cross-dataset Deepfake Detection with Deep Information Decomposition Shanmin Yang Shu Hu Bin Zhu Ying Fu Siwei Lyu Xi Wu Xin Wang 36 7 0 30 Sep 2023
Locate and Verify: A Two-Stream Network for Improved Deepfake Detection Chao Shuai Jieming Zhong Shuang Wu Feng Lin Peng Kuang Zhongjie Ba Zhenguang Liu Lorenzo Cavallaro Kui Ren 48 28 0 20 Sep 2023
DF-TransFusion: Multimodal Deepfake Detection via Lip-Audio Cross-Attention and Facial Self-Attention Aaditya Kharel Manas Paranjape Aniket Bera 36 3 0 12 Sep 2023
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning B. Le Simon S. Woo AAML 32 27 0 12 Sep 2023
Self-Supervised Transformer with Domain Adaptive Reconstruction for General Face Forgery Video Detection Daichi Zhang Zihao Xiao Jianmin Li Shiming Ge CVBM ViT 30 2 0 09 Sep 2023
Turn Fake into Real: Adversarial Head Turn Attacks Against Deepfake Detection Weijie Wang Zhengyu Zhao N. Sebe Bruno Lepri AAML 41 2 0 03 Sep 2023
Recent Advancements In The Field Of Deepfake Detection Natalie Krueger Mounika Vanamala Rushit Dave 31 5 0 10 Aug 2023
COMICS: End-to-end Bi-grained Contrastive Learning for Multi-face Forgery Detection Cong Zhang H. Qi Shuhui Wang Yuezun Li Siwei Lyu CVBM 41 6 0 03 Aug 2023
ForensicsForest Family: A Series of Multi-scale Hierarchical Cascade Forests for Detecting GAN-generated Faces Jiucui Lu Jiaran Zhou Junyu Dong Bin Li Siwei Lyu Yuezun Li CVBM 23 1 0 02 Aug 2023
Self-Supervised Graph Transformer for Deepfake Detection Aminollah Khormali Ji Yuan ViT 24 7 0 27 Jul 2023
RetouchingFFHQ: A Large-scale Dataset for Fine-grained Face Retouching Detection Qichao Ying Jiaxin Liu Sheng Li Haisheng Xu Zhenxing Qian Xinpeng Zhang CVBM 34 7 0 20 Jul 2023
AltFreezing for More General Video Face Forgery Detection Zhendong Wang Jianmin Bao Wen-gang Zhou Weilun Wang Houqiang Li ViT CVBM 39 65 0 17 Jul 2023
TALL: Thumbnail Layout for Deepfake Video Detection Yuting Xu Jian Liang Gengyun Jia Ziming Yang Yanhao Zhang Ran He ViT 58 53 0 14 Jul 2023
On the Vulnerability of DeepFake Detectors to Attacks Generated by Denoising Diffusion Models Marija Ivanovska Vitomir Štruc DiffM 32 10 0 11 Jul 2023
FTFDNet: Learning to Detect Talking Face Video Manipulation with Tri-Modality Interaction Gang Wang Peng Zhang Jun Xiong Fei Yang Wei Huang Yufei Zha CVBM 25 1 0 08 Jul 2023
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection Zhi Yan Yong Zhang Xinhang Yuan Siwei Lyu Baoyuan Wu ELM 30 67 0 04 Jul 2023
Searching for the Fakes: Efficient Neural Architecture Search for General Face Forgery Detection Xiao Jin Xinwen Mu Jing Xu CVBM 18 0 0 15 Jun 2023
The Age of Synthetic Realities: Challenges and Opportunities J. P. Cardenuto Jing Yang Rafael Padilha Renjie Wan Daniel Moreira Haoliang Li Shiqi Wang Fernanda A. Andaló Sébastien Marcel Anderson de Rezende Rocha DeLMO 42 29 0 09 Jun 2023
Building an Invisible Shield for Your Portrait against Deepfakes Jiazhi Guan Tianshu Hu Hang Zhou Zhizhi Guo Lirui Deng Chengbin Quan Errui Ding Youjian Zhao PICV 29 4 0 22 May 2023