Davide Cozzolino

Ingegneria dei Trasporti (Italy) — Italy

Computer Science · Physical Sciences

30h-index6.7kcitations100works10.12yr avg
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Research Topics

Digital Media Forensic Detection(62), Generative Adversarial Networks and Image Synthesis(28), Advanced Steganography and Watermarking Techniques(26), Image Processing Techniques and Applications(15), Image and Signal Denoising Methods(11)

Publications99 total

AI-GenBench: A New Ongoing Benchmark for AI-Generated Image Detection
2025Open Access
A Bias-Free Training Paradigm for More General AI-generated Image Detection
2025· 3 cited
AI-GenBench: A New Ongoing Benchmark for AI-Generated Image Detection
arXiv (Cornell University)·2025Open Access
A Bias-Free Training Paradigm for More General AI-generated Image Detection
arXiv (Cornell University)·2024· 1 citedOpen Access
Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection
2024· 11 citedOpen Access
Zero-Shot Detection of AI-Generated Images
Lecture notes in computer science·2024· 11 cited
Zero-Shot Detection of AI-Generated Images
arXiv (Cornell University)·2024· 2 citedOpen Access
Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection
arXiv (Cornell University)·2024· 1 citedOpen Access
Raising the Bar of AI-generated Image Detection with CLIP
2024· 70 cited
Did You Note My Palette? Unveiling Synthetic Images Through Color Statistics
2024· 6 cited
Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models
2024· 11 citedOpen Access
Synthetic Image Verification in the Era of Generative AI: What Works and What Isn't There Yet
arXiv (Cornell University)·2024Open Access
Synthetic Image Verification in the Era of Generative Artificial Intelligence: What Works and What Isn’t There yet
IEEE Security & Privacy·2024· 18 cited
M3DSYNTH: A Dataset of Medical 3D Images with AI-Generated Local Manipulations
2024· 7 cited
Raising the Bar of AI-generated Image Detection with CLIP
arXiv (Cornell University)·2023· 3 citedOpen Access
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions]
IEEE Signal Processing Magazine·2023· 2 citedOpen Access
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition
arXiv (Cornell University)·2023· 1 citedOpen Access
M3Dsynth: A dataset of medical 3D images with AI-generated local manipulations
arXiv (Cornell University)·2023· 1 citedOpen Access
TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Audio-Visual Person-of-Interest DeepFake Detection
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
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Frequent Co-authors

Luisa Verdoliva(49), Giovanni Poggi(30), Matthias Nießner(8), Giuseppe Scarpa(6), Justus Thies(5), Diego Gragnaniello(5), Andreas Rössler(4), Christian Rieß(4), Riccardo Corvi(4), Koki Nagano(3), Fabrizio Guillaro(3), Luca D'Amiano(3), Alessandro Pianese(3), Giuseppe Masi(2), Francesco Marra(2), Giovanni Chierchia(2), Francescopaolo Sica(2), Carlo Sansone(2), Sara Mandelli(2), Paolo Bestagini(2)