Davide Alessandro Coccomini

19 papers Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
Adversarial Magnification to Deceive Deepfake Detection through Super Resolution.
CoRR
Davide Alessandro Coccomini, Roberto Caldelli, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
2024 J jnl
Cascaded transformer-based networks for wikipedia large-scale image-caption matching.
Multim. Tools Appl.
Nicola Messina, Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi
2024 J jnl
Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection.
CoRR
Davide Alessandro Coccomini, Roberto Caldelli, Claudio Gennaro, Giuseppe Fiameni, Giuseppe Amato, Fabrizio Falchi
2024 J jnl
Detecting images generated by diffusers.
PeerJ Comput. Sci.
Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2024 — conf
Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection.
ECCV Workshops (21)
Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2024 J jnl
Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection.
CoRR
Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2024 J jnl
MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection.
IEEE Trans. Inf. Forensics Secur.
Davide Alessandro Coccomini, Giorgos Kordopatis-Zilos, Giuseppe Amato, Roberto Caldelli, Fabrizio Falchi, Symeon Papadopoulos, Claudio Gennaro
2024 — conf
Robustness and Generalization of Synthetic Images Detectors.
Ital-IA
Davide Alessandro Coccomini, Roberto Caldelli, Claudio Gennaro, Giuseppe Fiameni, Giuseppe Amato, Fabrizio Falchi
2023 — conf
AIMH Lab Approaches for Deepfake Detection.
Ital-IA
Davide Alessandro Coccomini, Roberto Caldelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato
2023 — conf
Adversarial Magnification to Deceive Deepfake Detection Through Super Resolution.
PKDD/ECML Workshops (2)
Davide Alessandro Coccomini, Roberto Caldelli, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro
2023 — conf
Deepfake Detection: Challenges and Solutions.
SEBD
Davide Alessandro Coccomini
2023 J jnl
Detecting Images Generated by Diffusers.
CoRR
Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2023 J jnl
On the Generalization of Deep Learning Models in Video Deepfake Detection.
J. Imaging
Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro
2022 — conf
Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection.
MAD@ICMR
Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2022 J jnl
Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection.
CoRR
Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2022 J jnl
MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection.
CoRR
Davide Alessandro Coccomini, Giorgos Kordopatis-Zilos, Giuseppe Amato, Roberto Caldelli, Fabrizio Falchi, Symeon Papadopoulos, Claudio Gennaro
2022 J jnl
Predicting Tornadoes days ahead with Machine Learning.
CoRR
Davide Alessandro Coccomini, Giuliano Zara
2022 J jnl
The Face Deepfake Detection Challenge.
J. Imaging
Luca Guarnera, Oliver Giudice, Francesco Guarnera, Alessandro Ortis, Giovanni Puglisi, Antonino Barbaro Paratore, Linh M. Q. Bui, Marco Fontani, Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato, Gianpaolo Perelli, Sara Concas, Carlo Cuccu, Giulia Orrù, Gian Luca Marcialis, Sebastiano Battiato
2022 J jnl
Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching.
CoRR
Nicola Messina, Davide Alessandro Coccomini, Andrea Esuli, Fabrizio Falchi