Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images

2 April 2023

Lorenzo Baraldi

Papers citing "Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images"

27 / 27 papers shown

Title
Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images Tai D. Nguyen Aref Azizpour Matthew C. Stamm 38 1 0 26 Mar 2025
Provenance Detection for AI-Generated Images: Combining Perceptual Hashing, Homomorphic Encryption, and AI Detection Models Shree Singhi Aayan Yadav Aayush Gupta Shariar Ebrahimi Parisa Hassanizadeh 36 0 0 14 Mar 2025
TextureCrop: Enhancing Synthetic Image Detection through Texture-based Cropping Despina Konstantinidou C. Koutlis Symeon Papadopoulos 56 2 0 17 Jan 2025
The Cat and Mouse Game: The Ongoing Arms Race Between Diffusion Models and Detection Methods Linda Laurier Ave Giulietta Arlo Octavia Meade Cleti 29 2 0 24 Oct 2024
Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection D. Coccomini R. Caldelli Fabrizio Falchi Claudio Gennaro Giuseppe Amato SupR AAML 11 0 0 05 Oct 2024
Zero-Shot Detection of AI-Generated Images D. Cozzolino Giovanni Poggi Matthias Nießner L. Verdoliva 35 10 0 24 Sep 2024
FIDAVL: Fake Image Detection and Attribution using Vision-Language Model Mamadou Keita W. Hamidouche Hessen Bougueffa Eutamene Abdelmalik Taleb-Ahmed Abdenour Hadid VLM 53 1 0 22 Aug 2024
Are CLIP features all you need for Universal Synthetic Image Origin Attribution? Dario Cioni Christos Tzelepis Lorenzo Seidenari Ioannis Patras 30 0 0 17 Aug 2024
Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities Lorenzo Baraldi Federico Cocchi Marcella Cornia Lorenzo Baraldi Alessandro Nicolosi Rita Cucchiara 23 3 0 29 Jul 2024
Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection Vincenzo De Rosa Fabrizio Guillaro Giovanni Poggi D. Cozzolino L. Verdoliva AAML 49 4 0 28 Jul 2024
Faster Than Lies: Real-time Deepfake Detection using Binary Neural Networks Lanzino Romeo Fontana Federico Diko Anxhelo Marini Marco Raoul Cinque Luigi 18 13 0 07 Jun 2024
Synthetic Image Verification in the Era of Generative AI: What Works and What Isn't There Yet D. Tariang Riccardo Corvi D. Cozzolino Giovanni Poggi Koki Nagano L. Verdoliva 30 8 0 30 Apr 2024
Bi-LORA: A Vision-Language Approach for Synthetic Image Detection Mamadou Keita W. Hamidouche Hessen Bougueffa Eutamene Abdenour Hadid Abdelmalik Taleb-Ahmed 48 6 0 02 Apr 2024
Artifact Feature Purification for Cross-domain Detection of AI-generated Images Zheling Meng Bo Peng Jing Dong Tieniu Tan 56 2 0 17 Mar 2024
Unveiling the Truth: Exploring Human Gaze Patterns in Fake Images Giuseppe Cartella Vittorio Cuculo Marcella Cornia Rita Cucchiara DiffM 54 5 0 13 Mar 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 72 53 0 22 Jan 2024
Raising the Bar of AI-generated Image Detection with CLIP D. Cozzolino Giovanni Poggi Riccardo Corvi Matthias Nießner L. Verdoliva VLM 11 72 0 30 Nov 2023
Security and Privacy on Generative Data in AIGC: A Survey Tao Wang Yushu Zhang Shuren Qi Ruoyu Zhao Zhihua Xia Jian Weng 35 41 0 18 Sep 2023
Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality P. Lorenz Ricard Durall J. Keuper DiffM 54 32 0 05 Jul 2023
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning Haiwei Wu Jiantao Zhou Shile Zhang 108 27 0 23 May 2023
Undercover Deepfakes: Detecting Fake Segments in Videos Sanjay Saha Rashindrie Perera Sachith Seneviratne T. Malepathirana Sanka Rasnayaka Deshani Geethika Terence Sim Saman K. Halgamuge DiffM 9 6 0 11 May 2023
Detecting Images Generated by Diffusers D. Coccomini Andrea Esuli Fabrizio Falchi Claudio Gennaro Giuseppe Amato DiffM 16 15 0 09 Mar 2023
On the detection of synthetic images generated by diffusion models Riccardo Corvi D. Cozzolino Giada Zingarini Giovanni Poggi Koki Nagano L. Verdoliva 122 209 0 01 Nov 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 124 1,018 0 27 Sep 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014