Davide Cozzolino

99 papers A* 4A 1B 6C 9Misc 3Journal 54Unranked 21
YearRankTypeTitle / Venue / Authors
2025 A* conf
A Bias-Free Training Paradigm for More General AI-generated Image Detection.
CVPR
Fabrizio Guillaro, Giada Zingarini, Ben Usman, Avneesh Sud, Davide Cozzolino, Luisa Verdoliva
2025 B conf
AI-GenBench: A New Ongoing Benchmark for AI-Generated Image Detection.
IJCNN
Lorenzo Pellegrini, Davide Cozzolino, Serafino Pandolfini, Davide Maltoni, Matteo Ferrara, Luisa Verdoliva, Marco Prati, Marco Ramilli
2025 J jnl
AI-GenBench: A New Ongoing Benchmark for AI-Generated Image Detection.
CoRR
Lorenzo Pellegrini, Davide Cozzolino, Serafino Pandolfini, Davide Maltoni, Matteo Ferrara, Luisa Verdoliva, Marco Prati, Marco Ramilli
2025 J jnl
Seeing What Matters: Generalizable AI-generated Video Detection with Forensic-Oriented Augmentation.
CoRR
Riccardo Corvi, Davide Cozzolino, Ekta Prashnani, Shalini De Mello, Koki Nagano, Luisa Verdoliva
2024 J jnl
A Bias-Free Training Paradigm for More General AI-generated Image Detection.
CoRR
Fabrizio Guillaro, Giada Zingarini, Ben Usman, Avneesh Sud, Davide Cozzolino, Luisa Verdoliva
2024 C conf
Did You Note My Palette? Unveiling Synthetic Images Through Color Statistics.
IH&MMSec
Lea Uhlenbrock, Davide Cozzolino, Denise Moussa, Luisa Verdoliva, Christian Riess
2024 — conf
Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection.
WIFS
Vincenzo De Rosa, Fabrizio Guillaro, Giovanni Poggi, Davide Cozzolino, Luisa Verdoliva
2024 J jnl
Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection.
CoRR
Vincenzo De Rosa, Fabrizio Guillaro, Giovanni Poggi, Davide Cozzolino, Luisa Verdoliva
2024 Misc conf
M3DSYNTH: A Dataset of Medical 3D Images with AI-Generated Local Manipulations.
ICASSP
Giada Zingarini, Davide Cozzolino, Riccardo Corvi, Giovanni Poggi, Luisa Verdoliva
2024 — conf
Raising the Bar of AI-generated Image Detection with CLIP.
CVPR Workshops
Davide Cozzolino, Giovanni Poggi, Riccardo Corvi, Matthias Nießner, Luisa Verdoliva
2024 J jnl
Synthetic Image Verification in the Era of Generative AI: What Works and What Isn't There Yet.
CoRR
Diangarti Tariang, Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva
2024 J jnl
Synthetic Image Verification in the Era of Generative Artificial Intelligence: What Works and What Isn't There yet.
IEEE Secur. Priv.
Diangarti Tariang, Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva
2024 C conf
Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models.
IH&MMSec
Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2024 J jnl
Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models.
CoRR
Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2024 — conf
Zero-Shot Detection of AI-Generated Images.
ECCV (18)
Davide Cozzolino, Giovanni Poggi, Matthias Nießner, Luisa Verdoliva
2024 J jnl
Zero-Shot Detection of AI-Generated Images.
CoRR
Davide Cozzolino, Giovanni Poggi, Matthias Nießner, Luisa Verdoliva
2023 — conf
Audio-Visual Person-of-Interest DeepFake Detection.
CVPR Workshops
Davide Cozzolino, Alessandro Pianese, Matthias Nießner, Luisa Verdoliva
2023 — conf
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models.
CVPR Workshops
Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva
2023 J jnl
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models.
CoRR
Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva
2023 J jnl
M3Dsynth: A dataset of medical 3D images with AI-generated local manipulations.
CoRR
Giada Zingarini, Davide Cozzolino, Riccardo Corvi, Giovanni Poggi, Luisa Verdoliva
2023 Misc conf
On The Detection of Synthetic Images Generated by Diffusion Models.
ICASSP
Riccardo Corvi, Davide Cozzolino, Giada Zingarini, Giovanni Poggi, Koki Nagano, Luisa Verdoliva
2023 J jnl
Raising the Bar of AI-generated Image Detection with CLIP.
CoRR
Davide Cozzolino, Giovanni Poggi, Riccardo Corvi, Matthias Nießner, Luisa Verdoliva
2023 J jnl
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions].
IEEE Signal Process. Mag.
Davide Cozzolino, Koki Nagano, Lucas A. Thomaz, Angshul Majumdar, Luisa Verdoliva
2023 J jnl
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition.
CoRR
Davide Cozzolino, Koki Nagano, Lucas A. Thomaz, Angshul Majumdar, Luisa Verdoliva
2023 A* conf
TruFor: Leveraging All-Round Clues for Trustworthy Image Forgery Detection and Localization.
CVPR
Fabrizio Guillaro, Davide Cozzolino, Avneesh Sud, Nicholas Dufour, Luisa Verdoliva
2022 J jnl
Audio-Visual Person-of-Interest DeepFake Detection.
CoRR
Davide Cozzolino, Matthias Nießner, Luisa Verdoliva
2022 — conf
Comprint: Image Forgery Detection and Localization Using Compression Fingerprints.
ICPR Workshops (2)
Hannes Mareen, Dante Vanden Bussche, Fabrizio Guillaro, Davide Cozzolino, Glenn Van Wallendael, Peter Lambert, Luisa Verdoliva
2022 J jnl
Comprint: Image Forgery Detection and Localization using Compression Fingerprints.
CoRR
Hannes Mareen, Dante Vanden Bussche, Fabrizio Guillaro, Davide Cozzolino, Glenn Van Wallendael, Peter Lambert, Luisa Verdoliva
2022 — conf
Deepfake audio detection by speaker verification.
WIFS
Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2022 J jnl
Deepfake audio detection by speaker verification.
CoRR
Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2022 J jnl
Forensic Analysis of Synthetically Generated Western Blot Images.
IEEE Access
Sara Mandelli, Davide Cozzolino, Edoardo Daniele Cannas, João P. Cardenuto, Daniel Moreira, Paolo Bestagini, Walter J. Scheirer, Anderson Rocha, Luisa Verdoliva, Stefano Tubaro, Edward J. Delp
2022 — ch.
Multimedia Forensics Before the Deep Learning Era.
Handbook of Digital Face Manipulation and Detection
Davide Cozzolino, Luisa Verdoliva
2022 J jnl
On the detection of synthetic images generated by diffusion models.
CoRR
Riccardo Corvi, Davide Cozzolino, Giada Zingarini, Giovanni Poggi, Koki Nagano, Luisa Verdoliva
2022 J jnl
TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization.
CoRR
Fabrizio Guillaro, Davide Cozzolino, Avneesh Sud, Nicholas Dufour, Luisa Verdoliva
2021 A conf
Are GAN Generated Images Easy to Detect? A Critical Analysis of the State-Of-The-Art.
ICME
Diego Gragnaniello, Davide Cozzolino, Francesco Marra, Giovanni Poggi, Luisa Verdoliva
2021 J jnl
Are GAN generated images easy to detect? A critical analysis of the state-of-the-art.
CoRR
Diego Gragnaniello, Davide Cozzolino, Francesco Marra, Giovanni Poggi, Luisa Verdoliva
2021 J jnl
Forensic Analysis of Synthetically Generated Scientific Images.
CoRR
Sara Mandelli, Davide Cozzolino, João P. Cardenuto, Daniel Moreira, Paolo Bestagini, Walter J. Scheirer, Anderson Rocha, Luisa Verdoliva, Stefano Tubaro, Edward J. Delp
2021 A* conf
ID-Reveal: Identity-aware DeepFake Video Detection.
ICCV
Davide Cozzolino, Andreas Rössler, Justus Thies, Matthias Nießner, Luisa Verdoliva
2021 — conf
SpoC: Spoofing Camera Fingerprints.
CVPR Workshops
Davide Cozzolino, Justus Thies, Andreas Rössler, Matthias Nießner, Luisa Verdoliva
2021 C conf
Towards Universal GAN Image Detection.
VCIP
Davide Cozzolino, Diego Gragnaniello, Giovanni Poggi, Luisa Verdoliva
2021 J jnl
Towards Universal GAN Image Detection.
CoRR
Davide Cozzolino, Diego Gragnaniello, Giovanni Poggi, Luisa Verdoliva
2020 J jnl
CNN-Based Fast Source Device Identification.
IEEE Signal Process. Lett.
Sara Mandelli, Davide Cozzolino, Paolo Bestagini, Luisa Verdoliva, Stefano Tubaro
2020 J jnl
CNN-based fast source device identification.
CoRR
Sara Mandelli, Davide Cozzolino, Paolo Bestagini, Luisa Verdoliva, Stefano Tubaro
2020 J jnl
Combining PRNU and noiseprint for robust and efficient device source identification.
CoRR
Davide Cozzolino, Francesco Marra, Diego Gragnaniello, Giovanni Poggi, Luisa Verdoliva
2020 J jnl
Combining PRNU and noiseprint for robust and efficient device source identification.
EURASIP J. Inf. Secur.
Davide Cozzolino, Francesco Marra, Diego Gragnaniello, Giovanni Poggi, Luisa Verdoliva
2020 J jnl
ID-Reveal: Identity-aware DeepFake Video Detection.
CoRR
Davide Cozzolino, Andreas Rössler, Justus Thies, Matthias Nießner, Luisa Verdoliva
2020 J jnl
Noiseprint: A CNN-Based Camera Model Fingerprint.
IEEE Trans. Inf. Forensics Secur.
Davide Cozzolino, Luisa Verdoliva
2020 J jnl
Nonlocal CNN SAR Image Despeckling.
Remote. Sens.
Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa, Giovanni Poggi
2019 J jnl
A PatchMatch-Based Dense-Field Algorithm for Video Copy-Move Detection and Localization.
IEEE Trans. Circuits Syst. Video Technol.
Luca D'Amiano, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2019 — conf
Extracting camera-based fingerprints for video forensics.
CVPR Workshops
Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2019 A* conf
FaceForensics++: Learning to Detect Manipulated Facial Images.
ICCV
Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner
2019 J jnl
FaceForensics++: Learning to Detect Manipulated Facial Images.
CoRR
Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner
2019 J jnl
Guided Patchwise Nonlocal SAR Despeckling.
IEEE Trans. Geosci. Remote. Sens.
Sergio Vitale, Davide Cozzolino, Giuseppe Scarpa, Luisa Verdoliva, Giovanni Poggi
2019 C conf
Nonlocal Sar Image Despeckling by Convolutional Neural Networks.
IGARSS
Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa, Giovanni Poggi
2019 J jnl
SpoC: Spoofing Camera Fingerprints.
CoRR
Davide Cozzolino, Justus Thies, Andreas Rössler, Matthias Nießner, Luisa Verdoliva
2018 — conf
Blind Detection and Localization of Video Temporal Splicing Exploiting Sensor-Based Footprints.
EUSIPCO
Sara Mandelli, Paolo Bestagini, Stefano Tubaro, Davide Cozzolino, Luisa Verdoliva
2018 — conf
Camera-based Image Forgery Localization using Convolutional Neural Networks.
EUSIPCO
Davide Cozzolino, Luisa Verdoliva
2018 J jnl
Camera-based Image Forgery Localization using Convolutional Neural Networks.
CoRR
Davide Cozzolino, Luisa Verdoliva
2018 — conf
Detection of GAN-Generated Fake Images over Social Networks.
MIPR
Francesco Marra, Diego Gragnaniello, Davide Cozzolino, Luisa Verdoliva
2018 C conf
Exploiting Nonlocal Filters for High-Resolution Insar Dem Generation.
IGARSS
Francescopaolo Sica, Michele Martone, Muriel Pinheiro, Davide Cozzolino, Pau Prats-Iraola, Giovanni Poggi
2018 J jnl
FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces.
CoRR
Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner
2018 J jnl
ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection.
CoRR
Davide Cozzolino, Justus Thies, Andreas Rössler, Christian Riess, Matthias Nießner, Luisa Verdoliva
2018 J jnl
Guided patch-wise nonlocal SAR despeckling.
CoRR
Sergio Vitale, Davide Cozzolino, Giuseppe Scarpa, Luisa Verdoliva, Giovanni Poggi
2018 J jnl
InSAR-BM3D: A Nonlocal Filter for SAR Interferometric Phase Restoration.
IEEE Trans. Geosci. Remote. Sens.
Francescopaolo Sica, Davide Cozzolino, Xiao Xiang Zhu, Luisa Verdoliva, Giovanni Poggi
2018 J jnl
Noiseprint: a CNN-based camera model fingerprint.
CoRR
Davide Cozzolino, Luisa Verdoliva
2018 J jnl
Target-Adaptive CNN-Based Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Giuseppe Scarpa, Sergio Vitale, Davide Cozzolino
2018 J jnl
The Offset-Compensated Nonlocal Filtering of Interferometric Phase.
Remote. Sens.
Francescopaolo Sica, Davide Cozzolino, Luisa Verdoliva, Giovanni Poggi
2017 J jnl
A PatchMatch-based Dense-field Algorithm for Video Copy-Move Detection and Localization.
CoRR
Luca D'Amiano, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2017 J jnl
A Reliable Order-Statistics-Based Approximate Nearest Neighbor Search Algorithm.
IEEE Trans. Image Process.
Luisa Verdoliva, Davide Cozzolino, Giovanni Poggi
2017 C conf
A fully convolutional neural network for low-complexity single-stage ship detection in Sentinel-1 SAR images.
IGARSS
Davide Cozzolino, Gerardo Di Martino, Giovanni Poggi, Luisa Verdoliva
2017 — conf
Autoencoder with recurrent neural networks for video forgery detection.
Media Watermarking, Security, and Forensics
Dario D'Avino, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2017 J jnl
Autoencoder with recurrent neural networks for video forgery detection.
CoRR
Dario D'Avino, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2017 — conf
CNN-based pansharpening of multi-resolution remote-sensing images.
JURSE
Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa
2017 C conf
Fusion of sar-optical data for land cover monitoring.
IGARSS
Raffaele Gaetano, Davide Cozzolino, Luca D'Amiano, Luisa Verdoliva, Giovanni Poggi
2017 — conf
PRNU-Based Forgery Localization in a Blind Scenario.
ICIAP (2)
Davide Cozzolino, Francesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
2017 C conf
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection.
IH&MMSec
Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2017 J jnl
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection.
CoRR
Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2017 B conf
Residual-based forensic comparison of video sequences.
ICIP
Patrick Mullan, Davide Cozzolino, Luisa Verdoliva, Christian Riess
2017 C conf
SAR image despeckling through convolutional neural networks.
IGARSS
Giovanni Chierchia, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2017 J jnl
SAR image despeckling through convolutional neural networks.
CoRR
Giovanni Chierchia, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2017 J jnl
Target-adaptive CNN-based pansharpening.
CoRR
Giuseppe Scarpa, Sergio Vitale, Davide Cozzolino
2016 J jnl
Pansharpening by Convolutional Neural Networks.
Remote. Sens.
Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa
2016 — conf
Single-image splicing localization through autoencoder-based anomaly detection.
WIFS
Davide Cozzolino, Luisa Verdoliva
2015 J jnl
A reliable order-statistics-based approximate nearest neighbor search algorithm.
CoRR
Luisa Verdoliva, Davide Cozzolino, Giovanni Poggi
2015 J jnl
Efficient Dense-Field Copy-Move Forgery Detection.
IEEE Trans. Inf. Forensics Secur.
Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2015 — conf
Splicebuster: A new blind image splicing detector.
WIFS
Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2015 — conf
Video forgery detection and localization based on 3D patchmatch.
ICME Workshops
Luca D'Amiano, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2014 — conf
A feature-based approach for image tampering detection and localization.
WIFS
Luisa Verdoliva, Davide Cozzolino, Giovanni Poggi
2014 B conf
Attacking the triangle test in sensor-based camera identification.
ICIP
Francesco Marra, Fabio Roli, Davide Cozzolino, Carlo Sansone, Luisa Verdoliva
2014 B conf
Copy-move forgery detection based on PatchMatch.
ICIP
Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
2014 J jnl
Fast Adaptive Nonlocal SAR Despeckling.
IEEE Geosci. Remote. Sens. Lett.
Davide Cozzolino, Sara Parrilli, Giuseppe Scarpa, Giovanni Poggi, Luisa Verdoliva
2014 Misc conf
Guided filtering for PRNU-based localization of small-size image forgeries.
ICASSP
Giovanni Chierchia, Davide Cozzolino, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
2014 B conf
Image forgery detection through residual-based local descriptors and block-matching.
ICIP
Davide Cozzolino, Diego Gragnaniello, Luisa Verdoliva
2014 B conf
Image forgery localization through the fusion of camera-based, feature-based and pixel-based techniques.
ICIP
Davide Cozzolino, Diego Gragnaniello, Luisa Verdoliva
2013 J jnl
A novel framework for image forgery localization.
CoRR
Davide Cozzolino, Diego Gragnaniello, Luisa Verdoliva
2013 J jnl
Image forgery detection based on the fusion of machine learning and block-matching methods.
CoRR
Davide Cozzolino, Diego Gragnaniello, Luisa Verdoliva
2013 — conf
Multiple Classifier Systems for Image Forgery Detection.
ICIAP (2)
Davide Cozzolino, Francesco Gargiulo, Carlo Sansone, Luisa Verdoliva
2013 J jnl
Self-organizing maps for the design of multiple description vector quantizers.
Neurocomputing
Giovanni Poggi, Davide Cozzolino, Luisa Verdoliva
2012 — conf
A Comparative Analysis of Forgery Detection Algorithms.
SSPR/SPR
Davide Cozzolino, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva