SB
Sebastiano Battiato
cs.CVcs.LGcs.AIeess.IVCOVID-19cs.MMAlgorithmscs.SDdeepfake detectiondeep learning
On Valency
published · living versionsW_abh7jzaq·v1 · currentpublished
Multimodal-Conditioned Latent Diffusion Models for Spatiotemporal Brain MRI Forecasting
with Antonio Scardace, Silvia Ingala, Daniele Ravì
1 version
Preprints & journals
90 papers in the corpus · 2004–2026Multimodal-Conditioned Latent Diffusion Models for Spatiotemporal Brain MRI Forecasting2610.25481v2 · Antonio Scardace, Silvia Ingala, Sebastiano Battiato et al.2026 · 0 citationsarXivon Valency
Auditing Patient Privacy in Medical Generative Models: Scalable Memorization Detection with DeepSSIM++2609.03615v1 · Antonio Scardace, Francesco Guarnera, Sebastiano Battiato et al.2026 · 0 citationsarXiv
HexMIL: Hierarchical Attention MIL for Ante-Hoc Explainable Detection of AI-Manipulated CT Volumes2608.05101v1 · Orazio Pontorno, Luca Guarnera, Zahid Akhtar et al.2026 · 0 citationsProceedings of the 34th ACM International Conference on Multimedia (MM '26), November 10--14, 2026, Rio de Janeiro, Brazil
The K-Space Signature: Frequency-Domain Representation Learning for Medical Deepfake Detection2607.29541v2 · Riccardo Raciti, Francesco Guarnera, Francesco Rundo et al.2026 · 0 citationsarXiv
Flow: Leveraging Average Images for Improving Generalisation of Deepfake Faces Detectors2606.30528v2 · Orazio Pontorno, Mattia Litrico, Luca Guarnera et al.2026 · 0 citationsarXiv
Reinforcing the Weakest Links: Modernizing SIENA with Targeted Deep Learning Integration2603.12951v1 · Riccardo Raciti, Lemuel Puglisi, Francesco Guarnera et al.2026 · 0 citationsarXiv
SynthForensics: Benchmarking and Evaluating People-Centric Synthetic Video Deepfakes2602.04939v2 · Roberto Leotta, Salvatore Alfio Sambataro, Claudio Vittorio Ragaglia et al.2026 · 0 citationsarXiv
Temporally-aware diffusion model for brain progression modelling with bidirectional temporal regularisation.41468830 · Litrico, Mattia, Guarnera, Francesco, Giuffrida, Mario Valerio et al.2026 · 0 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2026;127:102688
Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery2511.04260v3 · Claudio Giusti, Luca Guarnera, Sebastiano Battiato2025 · 0 citationsarXiv
A Novel Metric for Detecting Memorization in Generative Models for Brain MRI Synthesis2509.16582v2 · Antonio Scardace, Lemuel Puglisi, Francesco Guarnera et al.2025 · 1 citationarXiv
Count2Density: Crowd Density Estimation without Location-level Annotations2509.03170v1 · Mattia Litrico, Feng Chen, Michael Pound et al.2025 · 1 citationarXiv
TRUST: Leveraging Text Robustness for Unsupervised Domain Adaptation2508.06452v1 · Mattia Litrico, Mario Valerio Giuffrida, Sebastiano Battiato et al.2025 · 0 citationsarXiv
Towards Reliable Audio Deepfake Attribution and Model Recognition: A Multi-Level Autoencoder-Based Framework2508.02521v3 · Andrea Di Pierno, Luca Guarnera, Dario Allegra et al.2025 · 1 citationarXiv
Benchmarking GANs, Diffusion Models, and Flow Matching for T1w-to-T2w MRI Translation2507.14575v1 · Andrea Moschetto, Lemuel Puglisi, Alec Sargood et al.2025 · 3 citationsarXiv
Fraud is Not Just Rarity: A Causal Prototype Attention Approach to Realistic Synthetic Oversampling2507.14706v2 · Claudio Giusti, Luca Guarnera, Mirko Casu et al.2025 · 0 citationsarXiv
Smoking Detection and Cessation: An Updated Scoping Review of Digital and Mobile Health Technologies.40063434 · Casu, Mirko, Guarnera, Francesco, La Rosa, Giusy Rita Maria et al.2025 · 7 citationsIEEE journal of biomedical and health informatics. 2025;29(7):5191-5204
MSLesSeg: baseline and benchmarking of a new Multiple Sclerosis Lesion Segmentation dataset.40450079 · Guarnera, Francesco, Rondinella, Alessia, Crispino, Elena et al.2025 · 21 citationsScientific data. 2025;12(1):920
Deepfake Forensic Analysis: Source Dataset Attribution and Legal Implications of Synthetic Media Manipulation2505.11110v1 · Massimiliano Cassia, Luca Guarnera, Mirko Casu et al.2025 · 4 citationsarXiv
End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation2504.20923v2 · Andrea Di Pierno, Luca Guarnera, Dario Allegra et al.2025 · 8 citationsarXiv
WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution2504.19595v2 · Pietro Bongini, Sara Mandelli, Andrea Montibeller et al.2025 · 2 citationsarXiv
Deepfake Media Forensics: Status and Future Challenges.40137185 · Amerini, Irene, Barni, Mauro, Battiato, Sebastiano et al.2025 · 110 citationsJournal of imaging. 2025;11(3)
ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation -- Methods and Results2410.07924v1 · Alessia Rondinella, Francesco Guarnera, Elena Crispino et al.2024 · 11 citationsarXiv
MITS-GAN: Safeguarding medical imaging from tampering with generative adversarial networks.39383596 · Pasqualino, Giovanni, Guarnera, Luca, Ortis, Alessandro et al.2024 · 20 citationsComputers in biology and medicine. 2024;183:109248
One for all? Assessing the quality of Italian hospital care with the "benefit of the doubt" composite indicator methods.39365504 · Vidoli, Francesco, Pignataro, Giacomo, Battiato, Sebastiano et al.2024 · 9 citationsHealth economics review. 2024;14(1):83
Enhancing Crime Scene Investigations through Virtual Reality and Deep Learning Techniques2409.18458v1 · Antonino Zappala, Luca Guarnera, Vincenzo Rinaldi et al.2024 · 11 citationsarXiv
Deepfake Media Forensics: State of the Art and Challenges Ahead2408.00388v2 · Irene Amerini, Mauro Barni, Sebastiano Battiato et al.2024 · 16 citationsarXiv
TADM: Temporally-Aware Diffusion Model for Neurodegenerative Progression on Brain MRI2406.12411v1 · Mattia Litrico, Francesco Guarnera, Valerio Giuffirda et al.2024 · 12 citationsarXiv
Nose-to-Brain Drug Delivery and Physico-Chemical Properties of Nanosystems: Analysis and Correlation Studies of Data from Scientific Literature.38882536 · Bonaccorso, Angela, Ortis, Alessandro, Musumeci, Teresa et al.2024 · 34 citationsInternational journal of nanomedicine. 2024;19:5619-5636
SynthBA: Reliable Brain Age Estimation Across Multiple MRI Sequences and Resolutions2406.00365v2 · Lemuel Puglisi, Alessia Rondinella, Linda De Meo et al.2024 · 4 citationsarXiv
PhilHumans: Benchmarking Machine Learning for Personal Health2405.02770v2 · Vadim Liventsev, Vivek Kumar, Allmin Pradhap Singh Susaiyah et al.2024 · 0 citationsarXiv
DeepFeatureX Net: Deep Features eXtractors based Network for discriminating synthetic from real images2404.15697v1 · Orazio Pontorno, Luca Guarnera, Sebastiano Battiato2024 · 6 citationsarXiv
Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregation2404.10574v1 · Mattia Litrico, Davide Talon, Sebastiano Battiato et al.2024 · 2 citationsarXiv
On the exploitation of DCT statistics for cropping detectors2403.14789v1 · Claudio Vittorio Ragaglia, Francesco Guarnera, Sebastiano Battiato2024 · 1 citationarXiv
COVID-19 Infection Percentage Estimation from Computed Tomography Scans: Results and Insights from the International Per-COVID-19 Challenge.38475092 · Bougourzi, Fares, Distante, Cosimo, Dornaika, Fadi et al.2024 · 6 citationsSensors (Basel, Switzerland). 2024;24(5)
On the Exploitation of DCT-Traces in the Generative-AI Domain2402.02209v3 · Orazio Pontorno, Luca Guarnera, Sebastiano Battiato2024 · 17 citations2024 IEEE International Conference on Image Processing (ICIP)
A Novel Dataset for Non-Destructive Inspection of Handwritten Documents2401.04448v1 · Eleonora Breci, Luca Guarnera, Sebastiano Battiato2024 · 1 citationarXiv
GenAI Mirage: The Impostor Bias and the Deepfake Detection Challenge in the Era of Artificial Illusions2312.16220v2 · Mirko Casu, Luca Guarnera, Pasquale Caponnetto et al.2023 · 30 citationsarXiv
An Innovative Tool for Uploading/Scraping Large Image Datasets on Social Networks2311.09237v1 · Nicolo Fabio Arceri, Oliver Giudice, Sebastiano Battiato2023 · 2 citationsarXiv
Deep Audio Analyzer: a Framework to Industrialize the Research on Audio Forensics2310.19081v1 · Valerio Francesco Puglisi, Oliver Giudice, Sebastiano Battiato2023 · 1 citationarXiv
Improving Video Deepfake Detection: A DCT-Based Approach with Patch-Level Analysis2310.11204v2 · Luca Guarnera, Salvatore Manganello, Sebastiano Battiato2023 · 2 citationsarXiv
Innovative Methods for Non-Destructive Inspection of Handwritten Documents2310.11217v2 · Eleonora Breci, Luca Guarnera, Sebastiano Battiato2023 · 4 citationsarXiv
Deep Learning Algorithm for Advanced Level-3 Inverse-Modeling of Silicon-Carbide Power MOSFET Devices2310.17657v1 · Massimo Orazio Spata, Sebastiano Battiato, Alessandro Ortis et al.2023 · 7 citationsarXiv
Not with my name! Inferring artists' names of input strings employed by Diffusion Models2307.13527v1 · Roberto Leotta, Oliver Giudice, Luca Guarnera et al.2023 · 7 citationsarXiv
Boosting multiple sclerosis lesion segmentation through attention mechanism.37216775 · Rondinella, Alessia, Crispino, Elena, Guarnera, Francesco et al.2023 · 74 citationsComputers in biology and medicine. 2023;161:107021
Early detection of hip periprosthetic joint infections through CNN on Computed Tomography images2304.08942v1 · Francesco Guarnera, Alessia Rondinella, Oliver Giudice et al.2023 · 5 citationsarXiv
UniCT DMI Solution for 3rd COV19D Competition on COVID-19 Detection through attention-based CNN for CT Scan2303.08728v3 · Alessia Rondinella, Francesco Guarnera, Oliver Giudice et al.2023 · 0 citationsarXiv
Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models2303.00608v1 · Luca Guarnera, Oliver Giudice, Sebastiano Battiato2023 · 29 citationsarXiv
Development and User Evaluation of a Food-recognition app (FoodRec): Experimental Data and Qualitative Analysis.36844645 · Battiato, Sebastiano, Caponnetto, Pasquale, Leotta, Roberto et al.2024 · 1 citationHealth psychology research. 2023;11:70401
Impact of Eating Context on Dietary Choices of College Students: Evidence from the HEALTHY-UNICT Project.36297101 · Maugeri, Andrea, Magnano San Lio, Roberta, Favara, Giuliana et al.2022 · 13 citationsNutrients. 2022;14(20)
The Face Deepfake Detection Challenge.36286357 · Guarnera, Luca, Giudice, Oliver, Guarnera, Francesco et al.2022 · 79 citationsJournal of imaging. 2022;8(10)
Career total: at least 580 works. 90 are in this corpus.Showing the 50 most recent.
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