Davide Cozzolino

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 73

Top Topics

Forgery Detection

Diffusion Models

Approximate Nearest Neighbor

Top Venues

Publications

Diangarti Tariang, Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva
Synthetic Image Verification in the Era of Generative Artificial Intelligence: What Works and What Isn't There yet. IEEE Secur. Priv. 22 (3) (2024)
Vincenzo De Rosa, Fabrizio Guillaro, Giovanni Poggi, Davide Cozzolino, Luisa Verdoliva
Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection. CoRR (2024)
Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models. CoRR (2024)
Diangarti Tariang, Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva
Synthetic Image Verification in the Era of Generative AI: What Works and What Isn't There Yet. CoRR (2024)
Lea Uhlenbrock, Davide Cozzolino, Denise Moussa, Luisa Verdoliva, Christian Riess
Did You Note My Palette? Unveiling Synthetic Images Through Color Statistics. IH&MMSec (2024)
Giada Zingarini, Davide Cozzolino, Riccardo Corvi, Giovanni Poggi, Luisa Verdoliva
M3DSYNTH: A Dataset of Medical 3D Images with AI-Generated Local Manipulations. ICASSP (2024)
Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models. IH&MMSec (2024)
Davide Cozzolino, Giovanni Poggi, Riccardo Corvi, Matthias Nießner, Luisa Verdoliva
Raising the Bar of AI-generated Image Detection with CLIP. CoRR (2023)
Davide Cozzolino, Koki Nagano, Lucas A. Thomaz, Angshul Majumdar, Luisa Verdoliva
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions]. IEEE Signal Process. Mag. 40 (7) (2023)
Davide Cozzolino, Koki Nagano, Lucas A. Thomaz, Angshul Majumdar, Luisa Verdoliva
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition. CoRR (2023)
Riccardo Corvi, Davide Cozzolino, Giada Zingarini, Giovanni Poggi, Koki Nagano, Luisa Verdoliva
On The Detection of Synthetic Images Generated by Diffusion Models. ICASSP (2023)
Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models. CoRR (2023)
Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models. CVPR Workshops (2023)
Davide Cozzolino, Alessandro Pianese, Matthias Nießner, Luisa Verdoliva
Audio-Visual Person-of-Interest DeepFake Detection. CVPR Workshops (2023)
Fabrizio Guillaro, Davide Cozzolino, Avneesh Sud, Nicholas Dufour, Luisa Verdoliva
TruFor: Leveraging All-Round Clues for Trustworthy Image Forgery Detection and Localization. CVPR (2023)
Giada Zingarini, Davide Cozzolino, Riccardo Corvi, Giovanni Poggi, Luisa Verdoliva
M3Dsynth: A dataset of medical 3D images with AI-generated local manipulations. CoRR (2023)
Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Deepfake audio detection by speaker verification. WIFS (2022)
Hannes Mareen, Dante Vanden Bussche, Fabrizio Guillaro, Davide Cozzolino, Glenn Van Wallendael, Peter Lambert, Luisa Verdoliva
Comprint: Image Forgery Detection and Localization Using Compression Fingerprints. ICPR Workshops (2) (2022)
Alessandro Pianese, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Deepfake audio detection by speaker verification. CoRR (2022)
Davide Cozzolino, Matthias Nießner, Luisa Verdoliva
Audio-Visual Person-of-Interest DeepFake Detection. CoRR (2022)
Hannes Mareen, Dante Vanden Bussche, Fabrizio Guillaro, Davide Cozzolino, Glenn Van Wallendael, Peter Lambert, Luisa Verdoliva
Comprint: Image Forgery Detection and Localization using Compression Fingerprints. CoRR (2022)
Riccardo Corvi, Davide Cozzolino, Giada Zingarini, Giovanni Poggi, Koki Nagano, Luisa Verdoliva
On the detection of synthetic images generated by diffusion models. CoRR (2022)
Fabrizio Guillaro, Davide Cozzolino, Avneesh Sud, Nicholas Dufour, Luisa Verdoliva
TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization. CoRR (2022)
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
Forensic Analysis of Synthetically Generated Western Blot Images. IEEE Access 10 (2022)
Davide Cozzolino, Justus Thies, Andreas Rössler, Matthias Nießner, Luisa Verdoliva
SpoC: Spoofing Camera Fingerprints. CVPR Workshops (2021)
Davide Cozzolino, Diego Gragnaniello, Giovanni Poggi, Luisa Verdoliva
Towards Universal GAN Image Detection. CoRR (2021)
Sara Mandelli, Davide Cozzolino, João P. Cardenuto, Daniel Moreira, Paolo Bestagini, Walter J. Scheirer, Anderson Rocha, Luisa Verdoliva, Stefano Tubaro, Edward J. Delp
Forensic Analysis of Synthetically Generated Scientific Images. CoRR (2021)
Diego Gragnaniello, Davide Cozzolino, Francesco Marra, Giovanni Poggi, Luisa Verdoliva
Are GAN generated images easy to detect? A critical analysis of the state-of-the-art. CoRR (2021)
Davide Cozzolino, Andreas Rössler, Justus Thies, Matthias Nießner, Luisa Verdoliva
ID-Reveal: Identity-aware DeepFake Video Detection. ICCV (2021)
Diego Gragnaniello, Davide Cozzolino, Francesco Marra, Giovanni Poggi, Luisa Verdoliva
Are GAN Generated Images Easy to Detect? A Critical Analysis of the State-Of-The-Art. ICME (2021)
Davide Cozzolino, Diego Gragnaniello, Giovanni Poggi, Luisa Verdoliva
Towards Universal GAN Image Detection. VCIP (2021)
Davide Cozzolino, Luisa Verdoliva
Noiseprint: A CNN-Based Camera Model Fingerprint. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Davide Cozzolino, Francesco Marra, Diego Gragnaniello, Giovanni Poggi, Luisa Verdoliva
Combining PRNU and noiseprint for robust and efficient device source identification. EURASIP J. Inf. Secur. 2020 (2020)
Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa, Giovanni Poggi
Nonlocal CNN SAR Image Despeckling. Remote. Sens. 12 (6) (2020)
Davide Cozzolino, Francesco Marra, Diego Gragnaniello, Giovanni Poggi, Luisa Verdoliva
Combining PRNU and noiseprint for robust and efficient device source identification. CoRR (2020)
Davide Cozzolino, Andreas Rössler, Justus Thies, Matthias Nießner, Luisa Verdoliva
ID-Reveal: Identity-aware DeepFake Video Detection. CoRR (2020)
Sara Mandelli, Davide Cozzolino, Paolo Bestagini, Luisa Verdoliva, Stefano Tubaro
CNN-based fast source device identification. CoRR (2020)
Sara Mandelli, Davide Cozzolino, Paolo Bestagini, Luisa Verdoliva, Stefano Tubaro
CNN-Based Fast Source Device Identification. IEEE Signal Process. Lett. 27 (2020)
Luca D'Amiano, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
A PatchMatch-Based Dense-Field Algorithm for Video Copy-Move Detection and Localization. IEEE Trans. Circuits Syst. Video Technol. 29 (3) (2019)
Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner
FaceForensics++: Learning to Detect Manipulated Facial Images. CoRR (2019)
Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner
FaceForensics++: Learning to Detect Manipulated Facial Images. ICCV (2019)
Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Extracting camera-based fingerprints for video forensics. CVPR Workshops (2019)
Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa, Giovanni Poggi
Nonlocal Sar Image Despeckling by Convolutional Neural Networks. IGARSS (2019)
Davide Cozzolino, Justus Thies, Andreas Rössler, Matthias Nießner, Luisa Verdoliva
SpoC: Spoofing Camera Fingerprints. CoRR (2019)
Sergio Vitale, Davide Cozzolino, Giuseppe Scarpa, Luisa Verdoliva, Giovanni Poggi
Guided Patchwise Nonlocal SAR Despeckling. IEEE Trans. Geosci. Remote. Sens. 57 (9) (2019)
Sergio Vitale, Davide Cozzolino, Giuseppe Scarpa, Luisa Verdoliva, Giovanni Poggi
Guided patch-wise nonlocal SAR despeckling. CoRR (2018)
Davide Cozzolino, Luisa Verdoliva
Camera-based Image Forgery Localization using Convolutional Neural Networks. CoRR (2018)
Francescopaolo Sica, Davide Cozzolino, Luisa Verdoliva, Giovanni Poggi
The Offset-Compensated Nonlocal Filtering of Interferometric Phase. Remote. Sens. 10 (9) (2018)
Davide Cozzolino, Justus Thies, Andreas Rössler, Christian Riess, Matthias Nießner, Luisa Verdoliva
ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection. CoRR (2018)
Francescopaolo Sica, Michele Martone, Muriel Pinheiro, Davide Cozzolino, Pau Prats-Iraola, Giovanni Poggi
Exploiting Nonlocal Filters for High-Resolution Insar Dem Generation. IGARSS (2018)
Francesco Marra, Diego Gragnaniello, Davide Cozzolino, Luisa Verdoliva
Detection of GAN-Generated Fake Images over Social Networks. MIPR (2018)
Davide Cozzolino, Luisa Verdoliva
Camera-based Image Forgery Localization using Convolutional Neural Networks. EUSIPCO (2018)
Giuseppe Scarpa, Sergio Vitale, Davide Cozzolino
Target-Adaptive CNN-Based Pansharpening. IEEE Trans. Geosci. Remote. Sens. 56 (9) (2018)
Francescopaolo Sica, Davide Cozzolino, Xiao Xiang Zhu, Luisa Verdoliva, Giovanni Poggi
InSAR-BM3D: A Nonlocal Filter for SAR Interferometric Phase Restoration. IEEE Trans. Geosci. Remote. Sens. 56 (6) (2018)
Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner
FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces. CoRR (2018)
Sara Mandelli, Paolo Bestagini, Stefano Tubaro, Davide Cozzolino, Luisa Verdoliva
Blind Detection and Localization of Video Temporal Splicing Exploiting Sensor-Based Footprints. EUSIPCO (2018)
Davide Cozzolino, Luisa Verdoliva
Noiseprint: a CNN-based camera model fingerprint. CoRR (2018)
Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa
CNN-based pansharpening of multi-resolution remote-sensing images. JURSE (2017)
Dario D'Avino, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Autoencoder with recurrent neural networks for video forgery detection. CoRR (2017)
Giovanni Chierchia, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
SAR image despeckling through convolutional neural networks. CoRR (2017)
Dario D'Avino, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Autoencoder with recurrent neural networks for video forgery detection. Media Watermarking, Security, and Forensics (2017)
Luca D'Amiano, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
A PatchMatch-based Dense-field Algorithm for Video Copy-Move Detection and Localization. CoRR (2017)
Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection. CoRR (2017)
Davide Cozzolino, Francesco Marra, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
PRNU-Based Forgery Localization in a Blind Scenario. ICIAP (2) (2017)
Luisa Verdoliva, Davide Cozzolino, Giovanni Poggi
A Reliable Order-Statistics-Based Approximate Nearest Neighbor Search Algorithm. IEEE Trans. Image Process. 26 (1) (2017)
Giovanni Chierchia, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
SAR image despeckling through convolutional neural networks. IGARSS (2017)
Giuseppe Scarpa, Sergio Vitale, Davide Cozzolino
Target-adaptive CNN-based pansharpening. CoRR (2017)
Raffaele Gaetano, Davide Cozzolino, Luca D'Amiano, Luisa Verdoliva, Giovanni Poggi
Fusion of sar-optical data for land cover monitoring. IGARSS (2017)
Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection. IH&MMSec (2017)
Davide Cozzolino, Gerardo Di Martino, Giovanni Poggi, Luisa Verdoliva
A fully convolutional neural network for low-complexity single-stage ship detection in Sentinel-1 SAR images. IGARSS (2017)
Patrick Mullan, Davide Cozzolino, Luisa Verdoliva, Christian Riess
Residual-based forensic comparison of video sequences. ICIP (2017)
Davide Cozzolino, Luisa Verdoliva
Single-image splicing localization through autoencoder-based anomaly detection. WIFS (2016)
Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva, Giuseppe Scarpa
Pansharpening by Convolutional Neural Networks. Remote. Sens. 8 (7) (2016)
Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Splicebuster: A new blind image splicing detector. WIFS (2015)
Luisa Verdoliva, Davide Cozzolino, Giovanni Poggi
A reliable order-statistics-based approximate nearest neighbor search algorithm. CoRR (2015)
Luca D'Amiano, Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Video forgery detection and localization based on 3D patchmatch. ICME Workshops (2015)
Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Efficient Dense-Field Copy-Move Forgery Detection. IEEE Trans. Inf. Forensics Secur. 10 (11) (2015)
Davide Cozzolino, Diego Gragnaniello, Luisa Verdoliva
Image forgery detection through residual-based local descriptors and block-matching. ICIP (2014)
Davide Cozzolino, Sara Parrilli, Giuseppe Scarpa, Giovanni Poggi, Luisa Verdoliva
Fast Adaptive Nonlocal SAR Despeckling. IEEE Geosci. Remote. Sens. Lett. 11 (2) (2014)
Francesco Marra, Fabio Roli, Davide Cozzolino, Carlo Sansone, Luisa Verdoliva
Attacking the triangle test in sensor-based camera identification. ICIP (2014)
Luisa Verdoliva, Davide Cozzolino, Giovanni Poggi
A feature-based approach for image tampering detection and localization. WIFS (2014)
Davide Cozzolino, Giovanni Poggi, Luisa Verdoliva
Copy-move forgery detection based on PatchMatch. ICIP (2014)
Giovanni Chierchia, Davide Cozzolino, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
Guided filtering for PRNU-based localization of small-size image forgeries. ICASSP (2014)
Davide Cozzolino, Diego Gragnaniello, Luisa Verdoliva
Image forgery localization through the fusion of camera-based, feature-based and pixel-based techniques. ICIP (2014)
Davide Cozzolino, Francesco Gargiulo, Carlo Sansone, Luisa Verdoliva
Multiple Classifier Systems for Image Forgery Detection. ICIAP (2) (2013)
Davide Cozzolino, Diego Gragnaniello, Luisa Verdoliva
A novel framework for image forgery localization. CoRR (2013)
Giovanni Poggi, Davide Cozzolino, Luisa Verdoliva
Self-organizing maps for the design of multiple description vector quantizers. Neurocomputing 122 (2013)
Davide Cozzolino, Diego Gragnaniello, Luisa Verdoliva
Image forgery detection based on the fusion of machine learning and block-matching methods. CoRR (2013)
Davide Cozzolino, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva
A Comparative Analysis of Forgery Detection Algorithms. SSPR/SPR (2012)