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Level Up the Deepfake Detection: a Method to Effectively Discriminate
  Images Generated by GAN Architectures and Diffusion Models

Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models

1 March 2023
Luca Guarnera
O. Giudice
Sebastiano Battiato
ArXiv (abs)PDFHTMLGithub (4127★)

Papers citing "Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models"

20 / 20 papers shown
Multi-bit Audio Watermarking
Multi-bit Audio Watermarking
Luca A. Lanzendörfer
Kyle Fearne
Florian Grötschla
Roger Wattenhofer
156
0
0
02 Oct 2025
VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models
VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models
Xinan He
Yue Zhou
Bing Fan
Bin Li
Guopu Zhu
Feng Ding
369
15
0
08 Mar 2025
CLOFAI: A Dataset of Real And Fake Image Classification Tasks for Continual Learning
CLOFAI: A Dataset of Real And Fake Image Classification Tasks for Continual Learning
William Doherty
Anton Lee
Heitor Murilo Gomes
CLL
415
0
0
19 Jan 2025
LOCKEY: A Novel Approach to Model Authentication and Deepfake Tracking
LOCKEY: A Novel Approach to Model Authentication and Deepfake Tracking
Mayank Kumar Singh
Naoya Takahashi
Wei-Hsiang Liao
Yuki Mitsufuji
239
1
0
12 Sep 2024
FIDAVL: Fake Image Detection and Attribution using Vision-Language Model
FIDAVL: Fake Image Detection and Attribution using Vision-Language ModelInternational Conference on Pattern Recognition (ICPR), 2024
Mamadou Keita
W. Hamidouche
Hessen Bougueffa Eutamene
Abdelmalik Taleb-Ahmed
Abdenour Hadid
VLM
337
6
0
22 Aug 2024
Deepfake Media Forensics: State of the Art and Challenges Ahead
Deepfake Media Forensics: State of the Art and Challenges AheadInternational Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2024
Irene Amerini
Mauro Barni
Sebastiano Battiato
Paolo Bestagini
Giulia Boato
...
Davide Salvi
Stefano Tubaro
Claudia Melis Tonti
Massimo Villari
D. Vitulano
AAML
431
17
0
01 Aug 2024
Bi-LORA: A Vision-Language Approach for Synthetic Image Detection
Bi-LORA: A Vision-Language Approach for Synthetic Image Detection
Mamadou Keita
W. Hamidouche
Hessen Bougueffa Eutamene
Abdenour Hadid
Abdelmalik Taleb-Ahmed
380
29
0
02 Apr 2024
Diffusion Deepfake
Diffusion Deepfake
Chaitali Bhattacharyya
Hanxiao Wang
Feng Zhang
Sung-Ha Kim
Xiatian Zhu
252
15
0
02 Apr 2024
Detecting Multimedia Generated by Large AI Models: A Survey
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
Xin Li
Luisa Verdoliva
Shu Hu
1.1K
104
0
22 Jan 2024
MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative
  Adversarial Networks
MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks
Giovanni Pasqualino
Luca Guarnera
A. Ortis
Sebastiano Battiato
MedIm
331
13
0
17 Jan 2024
GenAI Mirage: The Impostor Bias and the Deepfake Detection Challenge in
  the Era of Artificial Illusions
GenAI Mirage: The Impostor Bias and the Deepfake Detection Challenge in the Era of Artificial Illusions
Mirko Casu
Luca Guarnera
P. Caponnetto
Sebastiano Battiato
432
36
0
24 Dec 2023
AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image
  Detectors
AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors
You-Ming Chang
Chen Yeh
Wei-Chen Chiu
Ning Yu
VPVLMVLM
516
60
0
26 Oct 2023
Improving Video Deepfake Detection: A DCT-Based Approach with
  Patch-Level Analysis
Improving Video Deepfake Detection: A DCT-Based Approach with Patch-Level AnalysisElectronic imaging (EI), 2023
Luca Guarnera
Salvatore Manganello
Sebastiano Battiato
298
2
0
17 Oct 2023
Integrating Audio-Visual Features for Multimodal Deepfake Detection
Integrating Audio-Visual Features for Multimodal Deepfake Detection
Sneha Muppalla
Shan Jia
Siwei Lyu
303
34
0
05 Oct 2023
NetDiffus: Network Traffic Generation by Diffusion Models through
  Time-Series Imaging
NetDiffus: Network Traffic Generation by Diffusion Models through Time-Series Imaging
Nirhoshan Sivaroopan
Dumindu Bandara
Chamara Madarasingha
Guilluame Jourjon
A. Jayasumana
Kanchana Thilakarathna
DiffM
268
50
0
23 Sep 2023
Security and Privacy on Generative Data in AIGC: A Survey
Security and Privacy on Generative Data in AIGC: A SurveyACM Computing Surveys (ACM Comput. Surv.), 2023
Tao Wang
Yushu Zhang
Shuren Qi
Ruoyu Zhao
Zhihua Xia
Jian Weng
457
98
0
18 Sep 2023
Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality
P. Lorenz
Ricard Durall
J. Keuper
DiffM
711
62
0
05 Jul 2023
On the Design Fundamentals of Diffusion Models: A Survey
On the Design Fundamentals of Diffusion Models: A SurveyPattern Recognition (Pattern Recogn.), 2023
Ziyi Chang
George Alex Koulieris
Hyung Jin Chang
Hubert P. H. Shum
DiffM
810
91
0
07 Jun 2023
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning
Haiwei Wu
Jiantao Zhou
Shile Zhang
574
53
0
23 May 2023
Multimodal Automated Fact-Checking: A Survey
Multimodal Automated Fact-Checking: A SurveyConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Mubashara Akhtar
Michael Schlichtkrull
Zhijiang Guo
O. Cocarascu
Elena Simperl
Andreas Vlachos
827
62
0
22 May 2023
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