Evading DeepFake Detectors via Adversarial Statistical Consistency

23 April 2023

Papers citing "Evading DeepFake Detectors via Adversarial Statistical Consistency"

29 / 29 papers shown

Title
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
Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection D. Coccomini R. Caldelli Fabrizio Falchi Claudio Gennaro Giuseppe Amato SupR AAML 26 0 0 05 Oct 2024
Fake It Until You Break It: On the Adversarial Robustness of AI-generated Image Detectors Sina Mavali Jonas Ricker David Pape Yash Sharma Asja Fischer Lea Schönherr AAML 25 3 0 02 Oct 2024
Active Fake: DeepFake Camouflage Pu Sun Honggang Qi Yuezun Li PICV 27 0 0 05 Sep 2024
2D-Malafide: Adversarial Attacks Against Face Deepfake Detection Systems Chiara Galdi Michele Panariello Massimiliano Todisco Nicholas W. D. Evans AAML 18 0 0 26 Aug 2024
StealthDiffusion: Towards Evading Diffusion Forensic Detection through Diffusion Model Ziyin Zhou Ke Sun Zhongxi Chen Huafeng Kuang Xiaoshuai Sun Rongrong Ji AAML DiffM 54 2 0 11 Aug 2024
Vulnerabilities in AI-generated Image Detection: The Challenge of Adversarial Attacks Yunfeng Diao Na Zhai Changtao Miao Xun Yang Meng Wang Xun Yang Meng Wang AAML 35 1 0 30 Jul 2024
The Tug-of-War Between Deepfake Generation and Detection Hannah Lee Changyeon Lee Kevin Farhat Lin Qiu Steve Geluso Aerin Kim O. Etzioni 28 1 0 08 Jul 2024
Adversarial Magnification to Deceive Deepfake Detection through Super Resolution D. Coccomini R. Caldelli Giuseppe Amato Fabrizio Falchi Claudio Gennaro AAML SupR 26 1 0 02 Jul 2024
PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection Alvaro Lopez Pellcier Yi Li Plamen Angelov DiffM 19 8 0 22 Jun 2024
Imperceptible Face Forgery Attack via Adversarial Semantic Mask Decheng Liu Qixuan Su Chunlei Peng Nannan Wang Xinbo Gao AAML 36 1 0 16 Jun 2024
Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges Ping Liu Qiqi Tao Joey Tianyi Zhou 50 0 0 11 Jun 2024
PolyGlotFake: A Novel Multilingual and Multimodal DeepFake Dataset Yang Hou Haitao Fu Chuankai Chen Zida Li Haoyu Zhang Jianjun Zhao 19 3 0 14 May 2024
Are Watermarks Bugs for Deepfake Detectors? Rethinking Proactive Forensics Xiaoshuai Wu Xin Liao Bo Ou Yuling Liu Zheng Qin WIGM 35 8 0 27 Apr 2024
An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape Sifat Muhammad Abdullah Aravind Cheruvu Shravya Kanchi Taejoong Chung Peng Gao Murtuza Jadliwala Bimal Viswanath AAML 26 11 0 24 Apr 2024
Counterfactual Explanations for Face Forgery Detection via Adversarial Removal of Artifacts Yang Li Songlin Yang Wei Wang Ziwen He Bo Peng Jing Dong AAML 24 2 0 12 Apr 2024
Light the Night: A Multi-Condition Diffusion Framework for Unpaired Low-Light Enhancement in Autonomous Driving Jinlong Li Baolu Li Zhengzhong Tu Xinyu Liu Qing-Wu Guo Felix Juefei Xu Runsheng Xu Hongkai Yu DiffM 45 18 0 07 Apr 2024
XAI-Based Detection of Adversarial Attacks on Deepfake Detectors Ben Pinhasov Raz Lapid Rony Ohayon Moshe Sipper Y. Aperstein AAML 27 7 0 05 Mar 2024
Breaking Data Silos: Cross-Domain Learning for Multi-Agent Perception from Independent Private Sources Jinlong Li Baolu Li Xinyu Liu Runsheng Xu Jiaqi Ma Hongkai Yu 21 5 0 06 Feb 2024
Adversarially Robust Deepfake Detection via Adversarial Feature Similarity Learning Sarwar Khan AAML 27 4 0 06 Feb 2024
FoolSDEdit: Deceptively Steering Your Edits Towards Targeted Attribute-aware Distribution Qi Zhou Dongxia Wang Tianlin Li Zhihong Xu Yang Liu Kui Ren Wenhai Wang Qing-Wu Guo AAML DiffM 16 2 0 06 Feb 2024
AdvGPS: Adversarial GPS for Multi-Agent Perception Attack Jinlong Li Baolu Li Xinyu Liu Jianwu Fang Felix Juefei Xu Qing-Wu Guo Hongkai Yu 23 4 0 30 Jan 2024
Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models Yihao Huang Felix Juefei Xu Qing-Wu Guo Jie M. Zhang Yutong Wu Ming Hu Tianlin Li Geguang Pu Yang Liu DiffM 11 27 0 18 May 2023
SepMark: Deep Separable Watermarking for Unified Source Tracing and Deepfake Detection Xiaoshuai Wu Xin Liao Bo Ou 22 35 0 10 May 2023
Exploring Adversarial Fake Images on Face Manifold Dongze Li Wei Wang Hongxing Fan Jing Dong AAML 33 42 0 09 Jan 2021
Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering Yihao Huang Felix Juefei Xu Qing-Wu Guo Yang Liu G. Pu 17 20 0 19 Sep 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,214 0 17 Apr 2017
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 244 35,884 0 25 Aug 2016