S. Battiato

Most-cited papers

AI Chatbots for Mental Health: A Scoping Review of Effectiveness, Feasibility, and Applications
Mirko Casu, Sergio Triscari, S. Battiato, Luca Guarnera +1 more
2024Applied Sciences184 citations Open access
Semantic Scholar
Deepfake Media Forensics: Status and Future Challenges
Irene Amerini, Mauro Barni, S. Battiato, P. Bestagini +20 more
2025Journal of Imaging116 citations Open access
Semantic Scholar
Mastering Deepfake Detection: A Cutting-edge Approach to Distinguish GAN and Diffusion-model Images
Luca Guarnera, Oliver Giudice, S. Battiato
2024ACM Trans. Multim. Comput. Commun. Appl.85 citations Open access
Semantic Scholar
MSLesSeg: baseline and benchmarking of a new Multiple Sclerosis Lesion Segmentation dataset
Francesco Guarnera, Alessia Rondinella, Elena Crispino, Giulia Russo +4 more
2025Scientific Data29 citations Open access
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Nose-to-Brain Drug Delivery and Physico-Chemical Properties of Nanosystems: Analysis and Correlation Studies of Data from Scientific Literature
A. Bonaccorso, A. Ortis, T. Musumeci, C. Carbone +5 more
2024International Journal of Nanomedicine25 citations Open access
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TADM: Temporally-Aware Diffusion Model for Neurodegenerative Progression on Brain MRI
Mattia Litrico, Francesco Guarnera, Valerio Giuffirda, D. Ravì +1 more
2024International Conference on Medical Image Computing and Computer-Assisted Intervention22 citations
Semantic Scholar
MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks
Giovanni Pasqualino, Luca Guarnera, A. Ortis, S. Battiato
2024Comput. Biol. Medicine21 citations
Semantic Scholar
On the Exploitation of DCT-Traces in the Generative-AI Domain
Orazio Pontorno, Luca Guarnera, S. Battiato
2024International Conference on Information Photonics20 citations Open access
Semantic Scholar
Deepfake Media Forensics: State of the Art and Challenges Ahead
Irene Amerini, Mauro Barni, S. Battiato, P. Bestagini +20 more
2024International Conference on Advances in Social Networks Analysis and Mining19 citations
Semantic Scholar
ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation - Methods and Results
Alessia Rondinella, Francesco Guarnera, Elena Crispino, Giulia Russo +4 more
2024International Conference on Pattern Recognition18 citations
Semantic Scholar
WILD: a new in-the-Wild Image Linkage Dataset for synthetic image attribution
Pietro Bongini, S. Mandelli, Andrea Montibeller, Mirko Casu +13 more
2025IEEE International Joint Conference on Neural Network16 citations Open access
Semantic Scholar
End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation
Andrea Di Pierno, Luca Guarnera, Dario Allegra, S. Battiato
2025IEEE International Joint Conference on Neural Network12 citations Open access
Semantic Scholar
DeepFeatureX Net: Deep Features eXtractors based Network for discriminating synthetic from real images
Orazio Pontorno, Luca Guarnera, S. Battiato
2024International Conference on Pattern Recognition10 citations
Semantic Scholar
Enhancing Crime Scene Investigations Through Virtual Reality and Deep Learning Techniques
A. Zappala, Luca Guarnera, Vincenzo Rinaldi, Salvatore Livatino +1 more
20242024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)8 citations Open access
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SynthBA: Reliable Brain Age Estimation Across Multiple MRI Sequences and Resolutions
Lemuel Puglisi, Alessia Rondinella, Linda De Meo, Francesco Guarnera +2 more
20242024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)8 citations Open access
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One for all? Assessing the quality of Italian hospital care with the “benefit of the doubt” composite indicator methods
F. Vidoli, G. Pignataro, S. Battiato, Francesco Guarnera +1 more
2024Health Economics Review8 citations Open access
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Benchmarking GANs, Diffusion Models, and Flow Matching for T1w-to-T2w MRI Translation
Andrea Moschetto, Lemuel Puglisi, Alec Sargood, Pierluigi Dell'Acqua +3 more
2025International Conference on Image Analysis and Processing7 citations
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A New Pipeline for Snooping Keystroke Based on Deep Learning Algorithm
M. O. Spata, Valerio Maria Russo, A. Ortis, S. Battiato
2025IEEE Access7 citations Open access
Semantic Scholar
DeepFeatureX-SN: Generalization of deepfake detection via contrastive learning
Orazio Pontorno, Luca Guarnera, S. Battiato
2025Multimedia tools and applications7 citations Open access
Semantic Scholar
Exploring the Therapeutic Potential of Virtual Reality: A Review on the Simulation of Psychedelic Effects for Treating Psychological Disorders
Mirko Casu, Chiara Farrauto, Giorgia Farruggio, S. Bellissima +2 more
2024Psychology International7 citations Open access
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COVID-19 Infection Percentage Estimation from Computed Tomography Scans: Results and Insights from the International Per-COVID-19 Challenge
F. Bougourzi, C. Distante, F. Dornaika, Abdelmalik Taleb-Ahmed +16 more
2024Italian National Conference on Sensors7 citations Open access
Semantic Scholar
Temporal Convolutional Network on Raman Shift for Human Osteoblast Cells Fingerprint Analysis1,2,3
D. Morganti, Maria Giovanna Rizzo, M. O. Spata, Salvatore Guglielmino +3 more
2024Intelligent Medicine6 citations Open access
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A (Mid)journey Through Reality: Assessing Accuracy, Impostor Bias, and Automation Bias in Human Detection of AI‐Generated Images
Mirko Casu, Luca Guarnera, Ignazio Zangara, P. Caponnetto +1 more
2025Human Behavior and Emerging Technologies5 citations Open access
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Smoking Detection and Cessation: An Updated Scoping Review of Digital and Mobile Health Technologies
Mirko Casu, Francesco Guarnera, G. L. La Rosa, S. Battiato +3 more
2025IEEE journal of biomedical and health informatics5 citations Open access
Semantic Scholar
Deepfake Forensic Analysis: Source Dataset Attribution and Legal Implications of Synthetic Media Manipulation
Massimiliano Cassia, Luca Guarnera, Mirko Casu, Ignazio Zangara +1 more
20252025 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)5 citations Open access
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Exploiting AC Histogram Statistics for Misalignment Estimation in Double JPEG Compressed Images
S. Battiato, Francesco Guarnera, G. Puglisi
2024IEEE Access5 citations Open access
Semantic Scholar
Temporally-Aware Diffusion Model for Brain Progression Modelling with Bidirectional Temporal Regularisation
Mattia Litrico, Francesco Guarnera, M. V. Giuffrida, D. Ravì +1 more
2025Comput. Medical Imaging Graph.4 citations
Semantic Scholar
CNNMC: a convolutional neural network with Monte Carlo dropout for speaker recognition
M. O. Spata, A. Ortis, Georgia Fargetta, S. Battiato
2025EURASIP Journal on Information Security4 citations Open access
Semantic Scholar
Evasion Attack on Deepfake Detection via DCT Trace Manipulation
Luca Guarnera, Francesco Guarnera, A. Ortis, S. Battiato +1 more
2024International Conference on Pattern Recognition4 citations
Semantic Scholar
SynthForensics: A Multi-Generator Benchmark for Detecting Synthetic Video Deepfakes
R. Leotta, Salvatore Alfio Sambataro, Claudio Vittorio Ragaglia, Mirko Casu +4 more
2026arXiv.org3 citations
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A Novel Adversarial Gray-Box Attack on DCT-Based Face Deepfake Detectors
Francesco Guarnera, Luca Guarnera, A. Ortis, S. Battiato +1 more
2025IEEE Access3 citations Open access
Semantic Scholar
Exploiting Adversarial Learning and Topology Augmentation for Open-Set Visual Recognition
Rosa Zuccarà, Georgia Fargetta, A. Ortis, S. Battiato
20252025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)3 citations
Semantic Scholar
SignForensics: A Robust Framework for Forensic Offline Signature Verification With Enhanced Detection, Noise Removal, and Multi-Stage Authentication
Giovanni Piccinini, Luca Guarnera, S. Battiato
2025IEEE Access3 citations Open access
Semantic Scholar
Towards Reliable Audio Deepfake Attribution and Model Recognition: A Multi-Level Autoencoder-Based Framework
Andrea Di Pierno, L. Guarnera, Dario Allegra, S. Battiato
2025DFF@MM3 citations Open access
Semantic Scholar
A Novel Metric for Detecting Memorization in Generative Models for Brain MRI Synthesis
Antonio Scardace, Lemuel Puglisi, Francesco Guarnera, S. Battiato +1 more
2025IEEE Workshop/Winter Conference on Applications of Computer Vision3 citations Open access
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Bridging AI and wildlife conservation: Classifying wildcats from genetically validated images
Georgia Fargetta, S. Anile, L. Priano, M. O. Spata +2 more
2025Ecological Informatics3 citations Open access
Semantic Scholar
Adversarial Attacks on Deepfake Detectors: A Challenge in the Era of AI-Generated Media (AADD-2025)
S. Battiato, Mirko Casu, Francesco Guarnera, Luca Guarnera +4 more
2025ACM Multimedia3 citations Open access
Semantic Scholar
A Novel Dataset for Non-Destructive Inspection of Handwritten Documents
Eleonora Breci, Luca Guarnera, S. Battiato
2024Electronic imaging3 citations Open access
Semantic Scholar
Acoustic Side Channel Attack for Keystroke Splitting in the Wild
M. O. Spata, Valerio Maria Russo, A. Ortis, S. Battiato
20242024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)3 citations
Semantic Scholar
On the Cloud Detection from Backscattered Images Generated from a Lidar-Based Ceilometer: Current State and Opportunities
A. Chisari, A. Ortis, Luca Guarnera, W. Patatu +4 more
2024International Conference on Information Photonics3 citations
Semantic Scholar
Deepfake Detection, Attribution, and Authentication: Insights from the FF4ALL Project
Irene Amerini, Mauro Barni, S. Battiato, P. Bestagini +24 more
2026ITASEC/SERICS2 citations
Semantic Scholar
Multi-agent reinforcement learning and variational inequality models for international trade networks under crisis
Laura De Natale, Georgia Fargetta, Laura R. M. Scrimali, S. Battiato
2026Simulation modelling practice and theory2 citations Open access
Semantic Scholar
Analyzing interactions in donation-based live streaming platforms: a multi-leader-follower game approach
Georgia Fargetta, A. Ortis, S. Battiato, Laura R. M. Scrimali
2025Social Network Analysis and Mining2 citations Open access
Semantic Scholar
Fraud is Not Just Rarity: A Causal Prototype Attention Approach to Realistic Synthetic Oversampling
Claudio Giusti, Luca Guarnera, Mirko Casu, S. Battiato
2025Knowledge-Based Systems2 citations Open access
Semantic Scholar
Intelligent Electrical Assessment of Silicon and Silicon Carbide Wafers for Power Applications in Automotive Field
F. Rundo, M. Calabretta, M. Rundo, Giulia Castagnolo +3 more
2024International Workshop on Metrology for Automotive2 citations
Semantic Scholar
Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregation
Mattia Litrico, D. Talon, S. Battiato, A. Del Bue +2 more
2026International Journal of Computer Vision1 citations Open access
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ShieldNet: A Novel Adversarially Resilient Convolutional Neural Network for Robust Image Classification
A. Manzoor, Georgia Fargetta, A. Ortis, S. Battiato
2026Applied Sciences1 citations Open access
Semantic Scholar
Intelligent Video Analysis-Based Pose Recognition and Localization for Improving Dairy Cow Welfare
R. Avanzato, Luca Guarnera, Ludovica Beritelli, Valerio Francesco Puglisi +2 more
2026IEEE Access1 citations Open access
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Count2Density: Crowd density estimation without location-level annotations
Mattia Litrico, Feng Chen, Michael P. Pound, S. Tsaftaris +2 more
2026Pattern Recognition1 citations Open access
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Advanced Non-Local Pipeline for Domain-Adapted Intelligent Power Device Defects Analysis for a Robust Traction Inverter in Next Generation Electric Cars
Carmelo Pino, F. Rundo, Giulia Castagnolo, M. O. Spata +3 more
20252025 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)1 citations
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