DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection

1 January 2020

Ruben Tolosana

R. Vera-Rodríguez

Julian Fierrez

Aythami Morales

Papers citing "DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection"

50 / 52 papers shown

Title
Mitigating Societal Cognitive Overload in the Age of AI: Challenges and Directions Salem Lahlou 53 0 0 28 Apr 2025
MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence Tai D. Nguyen Matthew C. Stamm 53 0 0 26 Mar 2025
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 1 0 26 Nov 2024
A Multimodal Framework for Deepfake Detection Kashish Gandhi Prutha Kulkarni Taran Shah Piyush Chaudhari Meera Narvekar Kranti Ghag 32 1 0 04 Oct 2024
E3: Ensemble of Expert Embedders for Adapting Synthetic Image Detectors to New Generators Using Limited Data Aref Azizpour Tai D. Nguyen Manil Shrestha Kaidi Xu Edward Kim Matthew C. Stamm 29 4 0 12 Apr 2024
Decentralized Deepfake Detection Blockchain Network using Dynamic Algorithm management Dipankar Sarkar 21 0 0 30 Nov 2023
A New Benchmark and Model for Challenging Image Manipulation Detection Zhenfei Zhang Mingyang Li Ming-Ching Chang 14 9 0 23 Nov 2023
Turn Fake into Real: Adversarial Head Turn Attacks Against Deepfake Detection Weijie Wang Zhengyu Zhao N. Sebe Bruno Lepri AAML 32 2 0 03 Sep 2023
Towards General Visual-Linguistic Face Forgery Detection Ke Sun Shen Chen Taiping Yao Haozhe Yang Xiaoshuai Sun Shouhong Ding R. Ji 24 12 0 31 Jul 2023
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection Zhi Yan Yong Zhang Xinhang Yuan Siwei Lyu Baoyuan Wu ELM 18 65 0 04 Jul 2023
Searching for the Fakes: Efficient Neural Architecture Search for General Face Forgery Detection Xiao Jin Xinwen Mu Jing Xu CVBM 13 0 0 15 Jun 2023
F?D: On understanding the role of deep feature spaces on face generation evaluation Krish Kabra Guha Balakrishnan EGVM CVBM 32 0 0 31 May 2023
Automatic learning algorithm selection for classification via convolutional neural networks S. Maldonado Carla Vairetti Ignacio Figueroa 19 0 0 16 May 2023
A Blockchain-based Platform for Reliable Inference and Training of Large-Scale Models Sanghyeon Park Junmo Lee Soo-Mook Moon 38 1 0 06 May 2023
Collaborative Feature Learning for Fine-grained Facial Forgery Detection and Segmentation Weinan Guan Wei Wang Jing Dong Bo Peng T. Tan 24 2 0 17 Apr 2023
Deepfake Detection of Occluded Images Using a Patch-based Approach Mahsa Soleimani Ali Nazari M. Moghaddam CVBM 15 3 0 10 Apr 2023
Assessing Neural Network Robustness via Adversarial Pivotal Tuning Peter Ebert Christensen Vésteinn Snaebjarnarson Andrea Dittadi Serge J. Belongie Sagie Benaim AAML 21 1 0 17 Nov 2022
MARLIN: Masked Autoencoder for facial video Representation LearnINg Zhixi Cai Shreya Ghosh Kalin Stefanov Abhinav Dhall Jianfei Cai Hamid Rezatofighi Reza Haffari Munawar Hayat ViT CVBM 20 60 0 12 Nov 2022
Quantitative Metrics for Evaluating Explanations of Video DeepFake Detectors Federico Baldassarre Quentin Debard Gonzalo Fiz Pontiveros Tri Kurniawan Wijaya 36 4 0 07 Oct 2022
Deepfake: Definitions, Performance Metrics and Standards, Datasets and Benchmarks, and a Meta-Review Enes ALTUNCU V. N. Franqueira Shujun Li 19 11 0 21 Aug 2022
Synthetic Data in Human Analysis: A Survey Indu Joshi Marcel Grimmer Christian Rathgeb Christoph Busch F. Brémond A. Dantcheva 20 46 0 19 Aug 2022
Benchmarking Joint Face Spoofing and Forgery Detection with Visual and Physiological Cues Zitong Yu Rizhao Cai Zhi Li Wenhan Yang Jingang Shi Alex C. Kot AAML CVBM 34 32 0 10 Aug 2022
What makes you, you? Analyzing Recognition by Swapping Face Parts Claudio Ferrari Matteo Serpentoni Stefano Berretti A. Bimbo CVBM 3DPC 14 5 0 23 Jun 2022
F3A-GAN: Facial Flow for Face Animation with Generative Adversarial Networks Xintian Wu Qihang Zhang Yiming Wu Huanyu Wang Songyuan Li Lingyun Sun Xi Li CVBM 3DH 33 7 0 12 May 2022
Deep Learning and Synthetic Media Raphaël Millière 18 18 0 11 May 2022
Audio-Visual Person-of-Interest DeepFake Detection D. Cozzolino Alessandro Pianese Matthias Nießner L. Verdoliva 24 59 0 06 Apr 2022
MRI-GAN: A Generalized Approach to Detect DeepFakes using Perceptual Image Assessment Pratikkumar Prajapati C. Pollett CVBM 24 7 0 28 Feb 2022
Thinking the Fusion Strategy of Multi-reference Face Reenactment T. Yashima T. Narihira Tamaki Kojima DiffM CVBM 30 1 0 22 Feb 2022
A new face swap method for image and video domains: a technical report Daniil Chesakov Anastasia Maltseva A. Groshev Andrey Kuznetsov Denis Dimitrov CVBM PICV 16 4 0 07 Feb 2022
Neural Emotion Director: Speech-preserving semantic control of facial expressions in "in-the-wild" videos Foivos Paraperas-Papantoniou P. Filntisis Petros Maragos A. Roussos 3DH CVBM 16 22 0 01 Dec 2021
How Deep Are the Fakes? Focusing on Audio Deepfake: A Survey Zahra Khanjani Gabrielle Watson V. P Janeja 21 25 0 28 Nov 2021
Impact of Benign Modifications on Discriminative Performance of Deepfake Detectors Yuhang Lu Evgeniy Upenik Touradj Ebrahimi AAML 28 0 0 14 Nov 2021
Unsupervised High-Fidelity Facial Texture Generation and Reconstruction Ron Slossberg Ibrahim Jubran Ron Kimmel 3DH 15 7 0 10 Oct 2021
An Experimental Evaluation on Deepfake Detection using Deep Face Recognition Sreeraj Ramachandran Aakash Varma Nadimpalli A. Rattani CVBM 21 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 23 82 0 07 Sep 2021
Advances in adversarial attacks and defenses in computer vision: A survey Naveed Akhtar Ajmal Saeed Mian Navid Kardan M. Shah AAML 22 235 0 01 Aug 2021
Combining EfficientNet and Vision Transformers for Video Deepfake Detection D. Coccomini Nicola Messina Claudio Gennaro Fabrizio Falchi ViT 32 168 0 06 Jul 2021
A Neural Tangent Kernel Perspective of GANs Jean-Yves Franceschi Emmanuel de Bézenac Ibrahim Ayed Mickaël Chen Sylvain Lamprier Patrick Gallinari 29 26 0 10 Jun 2021
Face Forensics in the Wild Tianfei Zhou Wenguan Wang Zhiyuan Liang Jianbing Shen CVBM 32 117 0 30 Mar 2021
KoDF: A Large-scale Korean DeepFake Detection Dataset Patrick Kwon J. You Gyuhyeon Nam Sungwoo Park Gyeongsu Chae 21 99 0 18 Mar 2021
Impact of Facial Tattoos and Paintings on Face Recognition Systems M. Ibsen Christian Rathgeb Thomas Fink P. Drozdowski Christoph Busch CVBM 28 5 0 17 Mar 2021
Fighting deepfakes by detecting GAN DCT anomalies O. Giudice Luca Guarnera S. Battiato 26 85 0 24 Jan 2021
Learning Self-Consistency for Deepfake Detection Tianchen Zhao Xiang Xu Mingze Xu Hui Ding Yuanjun Xiong Wei Xia SSL 42 261 0 16 Dec 2020
This Face Does Not Exist ... But It Might Be Yours! Identity Leakage in Generative Models Patrick J. Tinsley A. Czajka Patrick Flynn CVBM GAN 25 39 0 10 Dec 2020
On Attribution of Deepfakes Baiwu Zhang Jin Peng Zhou Ilia Shumailov Nicolas Papernot WIGM 24 11 0 20 Aug 2020
Two-branch Recurrent Network for Isolating Deepfakes in Videos I. Masi Aditya Killekar R. Mascarenhas Shenoy Pratik Gurudatt Wael AbdAlmageed CVBM 13 358 0 08 Aug 2020
DeepFakes Evolution: Analysis of Facial Regions and Fake Detection Performance Ruben Tolosana Sergio Romero-Tapiador Julian Fierrez R. Vera-Rodríguez CVBM 13 90 0 16 Apr 2020
Detecting Deepfakes with Metric Learning Akash Kumar Arnav V. Bhavsar 42 71 0 19 Mar 2020
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection João C. Neves Ruben Tolosana R. Vera-Rodríguez Vasco Lopes Hugo Proencca Julian Fierrez AAML PICV 11 128 0 13 Nov 2019
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 135 1,043 0 27 Sep 2019