DeepFakes: a New Threat to Face Recognition? Assessment and Detection

20 December 2018

Papers citing "DeepFakes: a New Threat to Face Recognition? Assessment and Detection"

42 / 42 papers shown

Title
GLCF: A Global-Local Multimodal Coherence Analysis Framework for Talking Face Generation Detection Xiaocan Chen Qilin Yin Jiarui Liu Wei Lu Xiangyang Luo Jiantao Zhou CVBM 74 0 0 18 Dec 2024
Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning Dragos-Alexandru Boldisor Stefan Smeu Dan Oneaţă Elisabeta Oneata 90 1 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 102 0 0 26 Nov 2024
DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization C. Koutlis Symeon Papadopoulos 55 2 0 15 Nov 2024
A Multimodal Framework for Deepfake Detection Kashish Gandhi Prutha Kulkarni Taran Shah Piyush Chaudhari Meera Narvekar Kranti Ghag 17 1 0 04 Oct 2024
Deepfake Detection and the Impact of Limited Computing Capabilities Paloma Cantero-Arjona Alfonso Sánchez-Macián 26 2 0 08 Feb 2024
Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies Mulin Tian Mahyar Khayatkhoei Joe Mathai Wael AbdAlmageed 11 6 0 28 Nov 2023
ExtSwap: Leveraging Extended Latent Mapper for Generating High Quality Face Swapping PN AravindaReddy K. S. Rao Raghavendra Ramachandra Pabitra Mitra CVBM 17 2 0 19 Oct 2023
Comparative Analysis of Deep-Fake Algorithms Nikhil Sontakke Sejal Utekar Shivansh Rastogi Shriraj Sonawane AAML 11 3 0 06 Sep 2023
Towards General Visual-Linguistic Face Forgery Detection Ke Sun Shen Chen Taiping Yao Haozhe Yang Xiaoshuai Sun Shouhong Ding R. Ji 13 12 0 31 Jul 2023
Towards Generalizable Deepfake Detection by Primary Region Regularization Harry Cheng Yangyang Guo Tianyi Wang Liqiang Nie Mohan S. Kankanhalli 19 0 0 24 Jul 2023
Impact of Video Processing Operations in Deepfake Detection Yuhang Lu Touradj Ebrahimi CVBM 20 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
FakeOut: Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection Gil Knafo Ohad Fried 11 5 0 01 Dec 2022
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models Zijie J. Wang Evan Montoya David Munechika Haoyang Yang Benjamin Hoover Duen Horng Chau 17 287 0 26 Oct 2022
The MeVer DeepFake Detection Service: Lessons Learnt from Developing and Deploying in the Wild Spyridon Baxevanakis Giorgos Kordopatis-Zilos Panagiotis Galopoulos Lazaros Apostolidis Killian Levacher Ipek B. Schlicht Denis Teyssou I. Kompatsiaris Symeon Papadopoulos 22 8 0 27 Apr 2022
Audio-Visual Person-of-Interest DeepFake Detection D. Cozzolino Alessandro Pianese Matthias Nießner L. Verdoliva 17 58 0 06 Apr 2022
Fantastic Style Channels and Where to Find Them: A Submodular Framework for Discovering Diverse Directions in GANs Enis Simsar Umut Kocasari Ezgi Gulperi Er Pinar Yanardag 16 3 0 16 Mar 2022
Exploring Latent Dimensions of Crowd-sourced Creativity Umut Kocasari Alperen Bag Efehan Atici Pinar Yanardag 8 1 0 13 Dec 2021
Impact of Benign Modifications on Discriminative Performance of Deepfake Detectors Yuhang Lu Evgeniy Upenik Touradj Ebrahimi AAML 21 0 0 14 Nov 2021
An Experimental Evaluation on Deepfake Detection using Deep Face Recognition Sreeraj Ramachandran Aakash Varma Nadimpalli A. Rattani CVBM 8 30 0 04 Oct 2021
Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors Hasam Khalid Minhan Kim Shahroz Tariq Simon S. Woo 18 81 0 07 Sep 2021
Video Transformer for Deepfake Detection with Incremental Learning Sohail Ahmed Khan Hang Dai ViT 6 62 0 11 Aug 2021
Advances in adversarial attacks and defenses in computer vision: A survey Naveed Akhtar Ajmal Saeed Mian Navid Kardan M. Shah AAML 20 234 0 01 Aug 2021
OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild Trung-Nghia Le H. Nguyen Junichi Yamagishi Isao Echizen AAML 29 59 0 30 Jul 2021
Combining EfficientNet and Vision Transformers for Video Deepfake Detection D. Coccomini Nicola Messina Claudio Gennaro Fabrizio Falchi ViT 25 167 0 06 Jul 2021
Impact of Facial Tattoos and Paintings on Face Recognition Systems M. Ibsen Christian Rathgeb Thomas Fink P. Drozdowski Christoph Busch CVBM 10 5 0 17 Mar 2021
ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis Yinan He Bei Gan Siyu Chen Yichun Zhou Guojun Yin Luchuan Song Lu Sheng Jing Shao Ziwei Liu AAML 11 129 0 09 Mar 2021
Deepfake Videos in the Wild: Analysis and Detection Jiameng Pu Neal Mangaokar Lauren Kelly P. Bhattacharya Kavya Sundaram M. Javed Bolun Wang Bimal Viswanath 15 43 0 07 Mar 2021
Adversarially robust deepfake media detection using fused convolutional neural network predictions Sohail Ahmed Khan A. Artusi H. Dai AAML 8 16 0 11 Feb 2021
Learning Self-Consistency for Deepfake Detection Tianchen Zhao Xiang Xu Mingze Xu Hui Ding Yuanjun Xiong Wei Xia SSL 23 256 0 16 Dec 2020
SMYRF: Efficient Attention using Asymmetric Clustering Giannis Daras Nikita Kitaev Augustus Odena A. Dimakis 23 44 0 11 Oct 2020
Generalized Zero and Few-Shot Transfer for Facial Forgery Detection Shivangi Aneja Matthias Nießner 6 41 0 21 Jun 2020
A Note on Deepfake Detection with Low-Resources Piotr Kawa P. Syga CVBM 14 8 0 09 Jun 2020
Video Face Manipulation Detection Through Ensemble of CNNs Nicolò Bonettini E. D. Cannas S. Mandelli Luca Bondi Paolo Bestagini Stefano Tubaro PICV CVBM AAML 8 214 0 16 Apr 2020
DeepFake Detection: Current Challenges and Next Steps Siwei Lyu 47 152 0 11 Mar 2020
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses Niharika Jain Alberto Olmo Hernandez Sailik Sengupta L. Manikonda S. Kambhampati 31 38 0 26 Jan 2020
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection Liming Jiang Ren Li Wayne Wu Chao Qian Chen Change Loy CVBM PICV 23 436 0 09 Jan 2020
Responsible Facial Recognition and Beyond Yi Zeng Enmeng Lu Yinqian Sun Ruochen Tian 23 15 0 19 Sep 2019
Swapped Face Detection using Deep Learning and Subjective Assessment Xinyi Ding Zohreh Raziei Eric C. Larson E. Olinick P. Krueger Michael Hahsler PICV CVBM 16 65 0 10 Sep 2019
We Need No Pixels: Video Manipulation Detection Using Stream Descriptors David Guera Sriram Baireddy Paolo Bestagini Stefano Tubaro Edward J. Delp 11 27 0 20 Jun 2019
Lip Reading Sentences in the Wild Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 162 782 0 16 Nov 2016