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 / 78 papers shown

Title
End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation Andrea Di Pierno Luca Guarnera D. Allegra S. Battiato 36 0 0 29 Apr 2025
Mitigating Societal Cognitive Overload in the Age of AI: Challenges and Directions Salem Lahlou 60 0 0 28 Apr 2025
MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence Tai D. Nguyen Matthew C. Stamm 55 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 110 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 31 4 0 12 Apr 2024
Decentralized Deepfake Detection Blockchain Network using Dynamic Algorithm management Dipankar Sarkar 23 1 0 30 Nov 2023
A New Benchmark and Model for Challenging Image Manipulation Detection Zhenfei Zhang Mingyang Li Ming-Ching Chang 22 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 37 2 0 03 Sep 2023
Towards General Visual-Linguistic Face Forgery Detection Ke Sun Shen Chen Taiping Yao Haozhe Yang Xiaoshuai Sun Shouhong Ding Rongrong Ji 28 12 0 31 Jul 2023
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection Zhi Yan Yong Zhang Xinhang Yuan Siwei Lyu Baoyuan Wu ELM 24 66 0 04 Jul 2023
Searching for the Fakes: Efficient Neural Architecture Search for General Face Forgery Detection Xiao Jin Xinwen Mu Jing Xu CVBM 15 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 29 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 40 1 0 06 May 2023
Can deepfakes be created by novice users? Pulak Mehta Gauri Jagatap Kevin Gallagher Brian Timmerman Progga Deb S. Garg Rachel Greenstadt Brendan Dolan-Gavitt HAI 14 3 0 28 Apr 2023
Collaborative Feature Learning for Fine-grained Facial Forgery Detection and Segmentation Weinan Guan Wei Wang Jing Dong Bo Peng T. Tan 32 2 0 17 Apr 2023
Deepfake Detection of Occluded Images Using a Patch-based Approach Mahsa Soleimani Ali Nazari M. Moghaddam CVBM 22 3 0 10 Apr 2023
Deep Fake Detection, Deterrence and Response: Challenges and Opportunities Amin Azmoodeh Ali Dehghantanha 37 2 0 26 Nov 2022
Assessing Neural Network Robustness via Adversarial Pivotal Tuning Peter Ebert Christensen Vésteinn Snaebjarnarson Andrea Dittadi Serge J. Belongie Sagie Benaim AAML 23 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
GAN-based Facial Attribute Manipulation Yunfan Liu Qi Li Qiyao Deng Zhen Sun Mingcong Yang CVBM 54 29 0 23 Oct 2022
Aggregating Layers for Deepfake Detection Amir Jevnisek S. Avidan 3DPC 43 7 0 11 Oct 2022
Quantitative Metrics for Evaluating Explanations of Video DeepFake Detectors Federico Baldassarre Quentin Debard Gonzalo Fiz Pontiveros Tri Kurniawan Wijaya 44 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 28 11 0 21 Aug 2022
Synthetic Data in Human Analysis: A Survey Indu Joshi Marcel Grimmer Christian Rathgeb Christoph Busch F. Brémond A. Dantcheva 35 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
Mimetic Models: Ethical Implications of AI that Acts Like You Reid McIlroy-Young Jon M. Kleinberg S. Sen Solon Barocas Ashton Anderson 13 16 0 19 Jul 2022
What makes you, you? Analyzing Recognition by Swapping Face Parts Claudio Ferrari Matteo Serpentoni Stefano Berretti A. Bimbo CVBM 3DPC 24 5 0 23 Jun 2022
A comprehensive survey on semantic facial attribute editing using generative adversarial networks A. Nickabadi Maryam Saeedi Fard Nastaran Moradzadeh Farid Najmeh Mohammadbagheri CVBM GAN EGVM 38 9 0 21 May 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 39 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 28 60 0 06 Apr 2022
MRI-GAN: A Generalized Approach to Detect DeepFakes using Perceptual Image Assessment Pratikkumar Prajapati C. Pollett CVBM 35 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
GAN-generated Faces Detection: A Survey and New Perspectives Xin Wang Hui Guo Shu Hu Ming-Ching Chang Siwei Lyu CVBM 24 63 0 15 Feb 2022
A Review of Deep Learning-based Approaches for Deepfake Content Detection L. A. Passos D. Jodas K. Costa Luis A. Souza Júnior Douglas Rodrigues Javier Del Ser Danilo Colombo João Paulo Papa AAML 35 51 0 12 Feb 2022
FrePGAN: Robust Deepfake Detection Using Frequency-level Perturbations Yonghyun Jeong Doyeon Kim Youngmin Ro Jongwon Choi AAML 22 80 0 07 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 21 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 21 22 0 01 Dec 2021
How Deep Are the Fakes? Focusing on Audio Deepfake: A Survey Zahra Khanjani Gabrielle Watson V. P Janeja 25 25 0 28 Nov 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 49 613 0 22 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 25 7 0 10 Oct 2021
An Experimental Evaluation on Deepfake Detection using Deep Face Recognition Sreeraj Ramachandran Aakash Varma Nadimpalli A. Rattani CVBM 23 30 0 04 Oct 2021
MD-CSDNetwork: Multi-Domain Cross Stitched Network for Deepfake Detection Aayushi Agarwal Akshay Agarwal S. Sinha Mayank Vatsa Richa Singh 37 17 0 15 Sep 2021
Challenges and Solutions in DeepFakes Jatin Sharma Sahil Sharma 29 1 0 12 Sep 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
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset Hasam Khalid Shahroz Tariq Minha Kim Simon S. Woo 36 184 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 26 235 0 01 Aug 2021