Luca Guarnera

68 papers A* 2B 5Misc 1Journal 41Unranked 18
YearRankTypeTitle / Venue / Authors
2026 — conf
Deepfake Detection, Attribution, and Authentication: Insights from the FF4ALL Project.
ITASEC/SERICS
Irene Amerini, Mauro Barni, Sebastiano Battiato, Paolo Bestagini, Giulia Boato, Pietro Bongini, Vittoria Bruni, Roberto Casula, Lorenzo Cirillo, Roberto Caldelli, Giuseppe Daidone, Francesco G. B. De Natale, Rocco De Nicola, Luca Guarnera, Simone Maurizio La Cava, Sara Mandelli, Gian Luca Marcialis, Marco Micheletto, Andrea Montibeller, Viola Negroni, Giulia Orrù, Pericle Perazzo, Giovanni Puglisi, Davide Salvi, Benedetta Tondi, Stefano Tubaro, Massimo Villari, Domenico Vitulano
2026 J jnl
Intelligent Video Analysis-Based Pose Recognition and Localization for Improving Dairy Cow Welfare.
IEEE Access
Roberta Avanzato, Luca Guarnera, Ludovica Beritelli, Valerio Francesco Puglisi, Francesco Beritelli, Sebastiano Battiato
2026 J jnl
SynthForensics: A Multi-Generator Benchmark for Detecting Synthetic Video Deepfakes.
CoRR
Roberto Leotta, Salvatore Alfio Sambataro, Claudio Vittorio Ragaglia, Mirko Casu, Yuri Petralia, Francesco Guarnera, Luca Guarnera, Sebastiano Battiato
2025 A* conf
(DFF '25) 1st Deepfake Forensics Workshop: Detection, Attribution, Recognition, and Adversarial Challenges in the Era of AI-Generated Media.
ACM Multimedia
Sebastiano Battiato, Mirko Casu, Francesco Guarnera, Luca Guarnera, Giovanni Puglisi, Orazio Pontorno, Claudio Vittorio Ragaglia, Zahid Akhtar
2025 J jnl
A Novel Adversarial Gray-Box Attack on DCT-Based Face Deepfake Detectors.
IEEE Access
Francesco Guarnera, Luca Guarnera, Alessandro Ortis, Sebastiano Battiato, Giovanni Puglisi
2025 A* conf
Adversarial Attacks on Deepfake Detectors: A Challenge in the Era of AI-Generated Media (AADD-2025).
ACM Multimedia
Sebastiano Battiato, Mirko Casu, Francesco Guarnera, Luca Guarnera, Giovanni Puglisi, Orazio Pontorno, Claudio Vittorio Ragaglia, Zahid Akhtar
2025 J jnl
Benchmarking computer vision architectures for cloud detection from lidar ceilometer backscatter data.
Vis. Comput.
Alessio Barbaro Chisari, Luca Guarnera, Alessandro Ortis, Wladimiro Carlo Patatu, Sebastiano Battiato, Mario Valerio Giuffrida
2025 — conf
Causal prototype attention classifier: an interpretable model for credit card fraud detection under extreme class imbalance.
Ital-IA
Claudio Giusti, Mirko Casu, Luca Guarnera, Sebastiano Battiato
2025 J jnl
Cloud Detection Challenge-Methods and Results.
IEEE Access
Alessio Barbaro Chisari, Luca Guarnera, Alessandro Ortis, Wladimiro Carlo Patatu, Bruno Casella, Luca Naso, Giuseppe Puglisi, Vincenzo del Zoppo, Mario Valerio Giuffrida, Sebastiano Battiato
2025 J jnl
DeepFeatureX-SN: Generalization of deepfake detection via contrastive learning.
Multim. Tools Appl.
Orazio Pontorno, Luca Guarnera, Sebastiano Battiato
2025 — conf
Deepfake Forensic Analysis: Source Dataset Attribution and Legal Implications of Synthetic Media Manipulation.
MetroXRAINE
Massimiliano Cassia, Luca Guarnera, Mirko Casu, Ignazio Zangara, Sebastiano Battiato
2025 J jnl
Deepfake Forensic Analysis: Source Dataset Attribution and Legal Implications of Synthetic Media Manipulation.
CoRR
Massimiliano Cassia, Luca Guarnera, Mirko Casu, Ignazio Zangara, Sebastiano Battiato
2025 J jnl
Deepfake Media Forensics: Status and Future Challenges.
J. Imaging
Irene Amerini, Mauro Barni, Sebastiano Battiato, Paolo Bestagini, Giulia Boato, Vittoria Bruni, Roberto Caldelli, Francesco G. B. De Natale, Rocco De Nicola, Luca Guarnera, Sara Mandelli, Taiba Majid Wani, Gian Luca Marcialis, Marco Micheletto, Andrea Montibeller, Giulia Orrù, Alessandro Ortis, Pericle Perazzo, Giovanni Puglisi, Nischay Purnekar, Davide Salvi, Stefano Tubaro, Massimo Villari, Domenico Vitulano
2025 B conf
End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation.
IJCNN
Andrea Di Pierno, Luca Guarnera, Dario Allegra, Sebastiano Battiato
2025 J jnl
End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation.
CoRR
Andrea Di Pierno, Luca Guarnera, Dario Allegra, Sebastiano Battiato
2025 J jnl
Fraud is Not Just Rarity: A Causal Prototype Attention Approach to Realistic Synthetic Oversampling.
CoRR
Claudio Giusti, Luca Guarnera, Mirko Casu, Sebastiano Battiato
2025 J jnl
Multi-modal AI in precision medicine: integrating genomics, imaging, and EHR data for clinical insights.
Frontiers Artif. Intell.
Shahper Nazeer Khan, Danishuddin, Mohd Wajid Ali Khan, Luca Guarnera, Syed Mohammad Fauzan Akhtar
2025 — conf
Omnidirectional Photographic Capture for VR-Based Representation of Indoor Space: A Subjective Study.
MetroXRAINE
Giovanni Lo Monaco, Luca Guarnera, Sebastiano Battiato, Salvatore Livatino
2025 — ed.
Proceedings of the 1st on Deepfake Forensics Workshop: Detection, Attribution, Recognition, and Adversarial Challenges in the Era of AI-Generated Media, DFF 2025, Dublin, Ireland, October 27-28, 2025
DFF@MM
Luca Guarnera, Francesco Guarnera, Sebastiano Battiato, Giovanni Puglisi, Zahid Akhtar
2025 J jnl
Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery.
CoRR
Claudio Giusti, Luca Guarnera, Sebastiano Battiato
2025 J jnl
SignForensics: A Robust Framework for Forensic Offline Signature Verification With Enhanced Detection, Noise Removal, and Multi-Stage Authentication.
IEEE Access
Giovanni Piccinini, Luca Guarnera, Sebastiano Battiato
2025 — conf
Towards Reliable Audio Deepfake Attribution and Model Recognition: A Multi-Level Autoencoder-Based Framework.
DFF@MM
Andrea Di Pierno, Luca Guarnera, Dario Allegra, Sebastiano Battiato
2025 J jnl
Towards Reliable Audio Deepfake Attribution and Model Recognition: A Multi-Level Autoencoder-Based Framework.
CoRR
Andrea Di Pierno, Luca Guarnera, Dario Allegra, Sebastiano Battiato
2025 B conf
WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution.
IJCNN
Pietro Bongini, Sara Mandelli, Andrea Montibeller, Mirko Casu, Orazio Pontorno, Claudio Vittorio Ragaglia, Luca Zanchetta, Mattia Aquilina, Taiba Majid Wani, Luca Guarnera, Benedetta Tondi, Giulia Boato, Paolo Bestagini, Irene Amerini, Francesco G. B. De Natale, Sebastiano Battiato, Mauro Barni
2025 J jnl
WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution.
CoRR
Pietro Bongini, Sara Mandelli, Andrea Montibeller, Mirko Casu, Orazio Pontorno, Claudio Vittorio Ragaglia, Luca Zanchetta, Mattia Aquilina, Taiba Majid Wani, Luca Guarnera, Benedetta Tondi, Giulia Boato, Paolo Bestagini, Irene Amerini, Francesco G. B. De Natale, Sebastiano Battiato, Mauro Barni
2024 J jnl
A Novel Dataset for Non-Destructive Inspection of Handwritten Documents.
CoRR
Eleonora Breci, Luca Guarnera, Sebastiano Battiato
2024 — conf
DeepFeatureX Net: Deep Features eXtractors Based Network for Discriminating Synthetic from Real Images.
ICPR (21)
Orazio Pontorno, Luca Guarnera, Sebastiano Battiato
2024 J jnl
DeepFeatureX Net: Deep Features eXtractors based Network for discriminating synthetic from real images.
CoRR
Orazio Pontorno, Luca Guarnera, Sebastiano Battiato
2024 — conf
Deepfake Media Forensics: State of the Art and Challenges Ahead.
ASONAM (Workshops)
Irene Amerini, Mauro Barni, Sebastiano Battiato, Paolo Bestagini, Giulia Boato, Tania Sari Bonaventura, Vittoria Bruni, Roberto Caldelli, Francesco G. B. De Natale, Rocco De Nicola, Luca Guarnera, Sara Mandelli, Gian Luca Marcialis, Marco Micheletto, Andrea Montibeller, Giulia Orrù, Alessandro Ortis, Pericle Perazzo, Giovanni Puglisi, Davide Salvi, Stefano Tubaro, Claudia Melis Tonti, Massimo Villari, Domenico Vitulano
2024 J jnl
Deepfake Media Forensics: State of the Art and Challenges Ahead.
CoRR
Irene Amerini, Mauro Barni, Sebastiano Battiato, Paolo Bestagini, Giulia Boato, Tania Sari Bonaventura, Vittoria Bruni, Roberto Caldelli, Francesco G. B. De Natale, Rocco De Nicola, Luca Guarnera, Sara Mandelli, Gian Luca Marcialis, Marco Micheletto, Andrea Montibeller, Giulia Orrù, Alessandro Ortis, Pericle Perazzo, Giovanni Puglisi, Davide Salvi, Stefano Tubaro, Claudia Melis Tonti, Massimo Villari, Domenico Vitulano
2024 — conf
Enhancing Crime Scene Investigations Through Virtual Reality and Deep Learning Techniques.
MetroXRAINE
Antonino Zappalà, Luca Guarnera, Vincenzo Rinaldi, Salvatore Livatino, Sebastiano Battiato
2024 J jnl
Enhancing Crime Scene Investigations through Virtual Reality and Deep Learning Techniques.
CoRR
Antonino Zappalà, Luca Guarnera, Vincenzo Rinaldi, Salvatore Livatino, Sebastiano Battiato
2024 — conf
Evasion Attack on Deepfake Detection via DCT Trace Manipulation.
ICPR (Workshops and Challenges, 6)
Luca Guarnera, Francesco Guarnera, Alessandro Ortis, Sebastiano Battiato, Giovanni Puglisi
2024 J jnl
GenAI mirage: The impostor bias and the deepfake detection challenge in the era of artificial illusions.
Forensic Sci. Int. Digit. Investig.
Mirko Casu, Luca Guarnera, Pasquale Caponnetto, Sebastiano Battiato
2024 Misc conf
Innovative Methods for Non-Destructive Inspection of Handwritten Documents.
ICASSP
Eleonora Breci, Luca Guarnera, Sebastiano Battiato
2024 J jnl
MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks.
CoRR
Giovanni Pasqualino, Luca Guarnera, Alessandro Ortis, Sebastiano Battiato
2024 J jnl
MITS-GAN: Safeguarding medical imaging from tampering with generative adversarial networks.
Comput. Biol. Medicine
Giovanni Pasqualino, Luca Guarnera, Alessandro Ortis, Sebastiano Battiato
2024 J jnl
Mastering Deepfake Detection: A Cutting-edge Approach to Distinguish GAN and Diffusion-model Images.
ACM Trans. Multim. Comput. Commun. Appl.
Luca Guarnera, Oliver Giudice, Sebastiano Battiato
2024 B conf
On the Cloud Detection from Backscattered Images Generated from a Lidar-Based Ceilometer: Current State and Opportunities.
ICIP
Alessio Barbaro Chisari, Alessandro Ortis, Luca Guarnera, Wladimiro Carlo Patatu, Rosaria Ausilia Giandolfo, Emanuele Spampinato, Sebastiano Battiato, Mario Valerio Giuffrida
2024 B conf
On the Exploitation of DCT-Traces in the Generative-AI Domain.
ICIP
Orazio Pontorno, Luca Guarnera, Sebastiano Battiato
2024 J jnl
On the Exploitation of DCT-Traces in the Generative-AI Domain.
CoRR
Orazio Pontorno, Luca Guarnera, Sebastiano Battiato
2023 J jnl
AI Mirage: The Impostor Bias and the Deepfake Detection Challenge in the Era of Artificial Illusions.
CoRR
Mirko Casu, Luca Guarnera, Pasquale Caponnetto, Sebastiano Battiato
2023 J jnl
Assessing forensic ballistics three-dimensionally through graphical reconstruction and immersive VR observation.
Multim. Tools Appl.
Luca Guarnera, Oliver Giudice, Salvatore Livatino, Antonino Barbaro Paratore, Angelo Salici, Sebastiano Battiato
2023 — conf
Benchmarking of Blind Video Deblurring Methods on Long Exposure and Resource Poor Settings.
ICIAP (1)
Maria Ausilia Napoli Spatafora, Massimo Orazio Spata, Luca Guarnera, Alessandro Ortis, Sebastiano Battiato
2023 J jnl
Improving Video Deepfake Detection: A DCT-Based Approach with Patch-Level Analysis.
CoRR
Luca Guarnera, Salvatore Manganello, Sebastiano Battiato
2023 J jnl
Innovative Methods for Non-Destructive Inspection of Handwritten Documents.
CoRR
Eleonora Breci, Luca Guarnera, Sebastiano Battiato
2023 J jnl
Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models.
CoRR
Luca Guarnera, Oliver Giudice, Sebastiano Battiato
2023 — conf
Not with My Name! Inferring Artists' Names of Input Strings Employed by Diffusion Models.
ICIAP (1)
Roberto Leotta, Oliver Giudice, Luca Guarnera, Sebastiano Battiato
2023 J jnl
Not with my name! Inferring artists' names of input strings employed by Diffusion Models.
CoRR
Roberto Leotta, Oliver Giudice, Luca Guarnera, Sebastiano Battiato
2022 — conf
Deepfake Style Transfer Mixture: A First Forensic Ballistics Study on Synthetic Images.
ICIAP (2)
Luca Guarnera, Oliver Giudice, Sebastiano Battiato
2022 J jnl
Deepfake Style Transfer Mixture: a First Forensic Ballistics Study on Synthetic Images.
CoRR
Luca Guarnera, Oliver Giudice, Sebastiano Battiato
2022 — conf
On the Exploitation of Deepfake Model Recognition.
CVPR Workshops
Luca Guarnera, Oliver Giudice, Matthias Nießner, Sebastiano Battiato
2022 J jnl
On the Exploitation of Deepfake Model Recognition.
CoRR
Luca Guarnera, Oliver Giudice, Matthias Nießner, Sebastiano Battiato
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 — conf
The UNICT-TEAM Vision Modules for the Mohamed Bin Zayed International Robotics Challenge 2020.
CVIP (1)
Sebastiano Battiato, Luciano Cantelli, Fabio D'Urso, Giovanni Maria Farinella, Luca Guarnera, Dario Calogero Guastella, Rosario Leonardi, Alessia Li Noce, Giovanni Muscato, Alessio Piazza, Francesco Ragusa, Corrado Santoro, Giuseppe Sutera, Antonio Zappalà
2021 J jnl
Fighting Deepfakes by Detecting GAN DCT Anomalies.
J. Imaging
Oliver Giudice, Luca Guarnera, Sebastiano Battiato
2021 J jnl
Fighting deepfakes by detecting GAN DCT anomalies.
CoRR
Oliver Giudice, Luca Guarnera, Sebastiano Battiato
2020 — conf
DeepFake Detection by Analyzing Convolutional Traces.
CVPR Workshops
Luca Guarnera, Oliver Giudice, Sebastiano Battiato
2020 J jnl
DeepFake Detection by Analyzing Convolutional Traces.
CoRR
Luca Guarnera, Oliver Giudice, Sebastiano Battiato
2020 J jnl
Fighting Deepfake by Exposing the Convolutional Traces on Images.
IEEE Access
Luca Guarnera, Oliver Giudice, Sebastiano Battiato
2020 J jnl
Fighting Deepfake by Exposing the Convolutional Traces on Images.
CoRR
Luca Guarnera, Oliver Giudice, Sebastiano Battiato
2020 J jnl
Preliminary Forensics Analysis of DeepFake Images.
CoRR
Luca Guarnera, Oliver Giudice, Cristina Nastasi, Sebastiano Battiato
2019 B conf
Siamese Ballistics Neural Network.
ICIP
Oliver Giudice, Luca Guarnera, Antonino Barbaro Paratore, Giovanni Maria Farinella, Sebastiano Battiato
2018 J jnl
Forensic analysis of handwritten documents with GRAPHJ (Erratum).
J. Electronic Imaging
Luca Guarnera, Giovanni Maria Farinella, Antonino Furnari, Angelo Salici, Claudio Ciampini, Vito Matranga, Sebastiano Battiato
2018 J jnl
Forensic analysis of handwritten documents with GRAPHJ.
J. Electronic Imaging
Luca Guarnera, Giovanni Maria Farinella, Antonino Furnari, Angelo Salici, Claudio Ciampini, Vito Matranga, Sebastiano Battiato
2018 — conf
Localization of Visitors for Cultural Sites Management.
ICETE (1)
Francesco Ragusa, Luca Guarnera, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella
2017 — conf
A System for Autonomous Landing of a UAV on a Moving Vehicle.
ICIAP (1)
Sebastiano Battiato, Luciano Cantelli, Fabio D'Urso, Giovanni Maria Farinella, Luca Guarnera, Dario C. Guastella, Carmelo Donato Melita, Giovanni Muscato, Alessandro Ortis, Francesco Ragusa, Corrado Santoro
2017 — conf
GRAPHJ: A Forensics Tool for Handwriting Analysis.
ICIAP (2)
Luca Guarnera, Giovanni Maria Farinella, Antonino Furnari, Angelo Salici, Claudio Ciampini, Vito Matranga, Sebastiano Battiato