Deepfakes Generation and Detection: State-of-the-art, open challenges,
countermeasures, and way forward

Deepfakes Generation and Detection: State-of-the-art, open challenges, countermeasures, and way forward

25 February 2021

Papers citing "Deepfakes Generation and Detection: State-of-the-art, open challenges, countermeasures, and way forward"

14 / 14 papers shown

Title
CapsFake: A Multimodal Capsule Network for Detecting Instruction-Guided Deepfakes Tuan Nguyen Naseem Khan Issa Khalil AAML 50 0 0 27 Apr 2025
A Lightweight and Interpretable Deepfakes Detection Framework Muhammad Umar Farooq A. Javed K. Malik Muhammad Anas Raza CVBM 36 0 0 21 Jan 2025
DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization C. Koutlis Symeon Papadopoulos 32 2 0 15 Nov 2024
LlamaPartialSpoof: An LLM-Driven Fake Speech Dataset Simulating Disinformation Generation Hieu-Thi Luong Haoyang Li Lin Zhang Kong Aik Lee Eng Siong Chng 37 2 0 23 Sep 2024
A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection Lam Pham Phat Lam Dat Tran Hieu Tang Tin Nguyen Alexander Schindler Canh Vu Alexander Polonsky Canh Vu 28 3 0 23 Sep 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang X. Li Luisa Verdoliva Shu Hu 61 53 0 22 Jan 2024
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 115 118 0 04 Nov 2021
An Examination of Fairness of AI Models for Deepfake Detection Loc Trinh Y. Liu CVBM 64 35 0 02 May 2021
M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection Junke Wang Zuxuan Wu Wenhao Ouyang Xintong Han Jingjing Chen Ser-Nam Lim Yu-Gang Jiang ViT 100 178 0 20 Apr 2021
WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection Bojia Zi Minghao Chang Jingjing Chen Xingjun Ma Yu-Gang Jiang CVBM 73 365 0 05 Jan 2021
High Fidelity Speech Synthesis with Adversarial Networks Mikolaj Binkowski Jeff Donahue Sander Dieleman Aidan Clark Erich Elsen Norman Casagrande Luis C. Cobo Karen Simonyan 204 222 0 25 Sep 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis Ye Jia Yu Zhang Ron J. Weiss Quan Wang Jonathan Shen ... Z. Chen Patrick Nguyen Ruoming Pang Ignacio López Moreno Yonghui Wu 196 817 0 12 Jun 2018
Generalized Kalman Smoothing: Modeling and Algorithms Aleksandr Aravkin J. Burke L. Ljung A. Lozano G. Pillonetto 56 105 0 20 Sep 2016