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Davide Alessandro Coccomini
Davide Alessandro Coccomini
ISTI-CNR | University of Pisa
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Combining efficientnet and vision transformers for video deepfake detection
DA Coccomini, N Messina, C Gennaro, F Falchi
International conference on image analysis and processing, 219-229, 2022
2042022
The face deepfake detection challenge
L Guarnera, O Giudice, F Guarnera, A Ortis, G Puglisi, A Paratore, ...
Journal of Imaging 8 (10), 263, 2022
422022
Cross-forgery analysis of vision transformers and cnns for deepfake image detection
DA Coccomini, R Caldelli, F Falchi, C Gennaro, G Amato
Proceedings of the 1st International Workshop on Multimedia AI against …, 2022
252022
On the generalization of deep learning models in video deepfake detection
DA Coccomini, R Caldelli, F Falchi, C Gennaro
Journal of Imaging 9 (5), 89, 2023
162023
Detecting images generated by diffusers
DA Coccomini, A Esuli, F Falchi, C Gennaro, G Amato
PeerJ Computer Science 10, e2127, 2024
142024
Mintime: Multi-identity size-invariant video deepfake detection
DA Coccomini, GK Zilos, G Amato, R Caldelli, F Falchi, S Papadopoulos, ...
IEEE Transactions on Information Forensics and Security, 2024
82024
Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching
N Messina, DA Coccomini, A Esuli, F Falchi
arXiv preprint arXiv:2206.10436, 2022
42022
Predicting Tornadoes days ahead with Machine Learning
DA Coccomini, G Zara
arXiv preprint arXiv:2208.05855, 2022
32022
Improving query and assessment quality in text-based interactive video retrieval evaluation
W Bailer, R Arnold, V Benz, D Coccomini, A Gkagkas, GÞ Guðmundsson, ...
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval …, 2023
22023
Generative adversarial networks for astronomical images generation
D Coccomini, N Messina, C Gennaro, F Falchi
arXiv preprint arXiv:2111.11578, 2021
22021
Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection
DA Coccomini, R Caldelli, C Gennaro, G Fiameni, G Amato, F Falchi
arXiv preprint arXiv:2403.13479, 2024
12024
AIMH Lab Approaches for Deepfake Detection.
DA Coccomini, R Caldelli, A Esuli, F Falchi, C Gennaro, N Messina, ...
Ital-IA, 432-436, 2023
12023
AIMH Research Activities 2022
N Aloia, G Amato, V Bartalesi, F Benedetti, P Bolettieri, D Cafarelli, ...
CNR, 2022
12022
Aimh lab for cybersecurity
C Vairo, DA Coccomini, F Falchi, C Gennaro, F Valerio, NM Massoli, ...
Ital-IA, 2022
12022
Design and development of transformer-based methods for video deepfake detection
DA COCCOMINI
12021
Aimh lab for trustworthy ai
N Messina, F Carrara, DA Coccomini, F Falchi, C Gennaro, G Amato
Ital-IA, 2020
12020
Labeling of activity recognition datasets: Detection of misbehaving users
A Vecchio, G Anastasi, D Coccomini, S Guazzelli, S Lotano, G Zara
Wireless Mobile Communication and Healthcare: 8th EAI International …, 2020
12020
Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection
DA Coccomini, R Caldelli, F Falchi, C Gennaro, G Amato
arXiv preprint arXiv:2410.04205, 2024
2024
Adversarial Magnification to Deceive Deepfake Detection through Super Resolution
DA Coccomini, R Caldelli, G Amato, F Falchi, C Gennaro
arXiv preprint arXiv:2407.02670, 2024
2024
Cascaded transformer-based networks for wikipedia large-scale image-caption matching
N Messina, DA Coccomini, A Esuli, F Falchi
Multimedia Tools and Applications, 1-21, 2024
2024
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