Francesco Guarnera

University of Catania — Italy

Computer Science · Physical Sciences

9h-index308citations51works1.52yr avg
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Research Topics

Digital Media Forensic Detection(14), Generative Adversarial Networks and Image Synthesis(11), Medical Image Segmentation Techniques(7), Advanced Steganography and Watermarking Techniques(6), Brain Tumor Detection and Classification(6)

Publications51 total

SynthForensics: A Multi-Generator Benchmark for Detecting Synthetic Video Deepfakes
ArXiv.org·2026Open Access
SynthForensics: A Multi-Generator Benchmark for Detecting Synthetic Video Deepfakes
arXiv (Cornell University)·2026Open Access
Benchmarking GANs, Diffusion Models, and Flow Matching for T1w-to-T2w MRI Translation
Lecture notes in computer science·2026
A Comparative Evaluation of Diffusion Based Networks for Multiple Sclerosis Lesion Segmentation
Lecture notes in computer science·2026
Temporally-aware diffusion model for brain progression modelling with bidirectional temporal regularisation
Computerized Medical Imaging and Graphics·2025Open Access
Adversarial Attacks on Deepfake Detectors: A Challenge in the Era of AI-Generated Media (AADD-2025)
2025Open Access
(DFF '25) 1st Deepfake Forensics Workshop: Detection, Attribution, Recognition, and Adversarial Challenges in the Era of AI-Generated Media
2025
DeepSeg-MS: A 3D Network Based on Hierarchical Multi-Scale Learning for MRI Multiple Sclerosis Lesion Segmentation
2025
What if Retrieval Could Work Before Decoding? The case of JPEG AI Latents for Deepfake Source Attribution
2025Open Access
A Novel Metric for Detecting Memorization in Generative Models for Brain MRI Synthesis
arXiv (Cornell University)·2025Open Access
Temporally-Aware Diffusion Model for Brain Progression Modelling with Bidirectional Temporal Regularisation
arXiv (Cornell University)·2025Open Access
Benchmarking GANs, Diffusion Models, and Flow Matching for T1w-to-T2w MRI Translation
ArXiv.org·2025Open Access
MSLesSeg: baseline and benchmarking of a new Multiple Sclerosis Lesion Segmentation dataset
Scientific Data·2025· 9 citedOpen Access
Smoking Detection and Cessation: An Updated Scoping Review of Digital and Mobile Health Technologies
IEEE Journal of Biomedical and Health Informatics·2025· 2 citedOpen Access
A Novel Adversarial Gray-Box Attack on DCT-Based Face Deepfake Detectors
IEEE Access·2025Open Access
Evasion Attack on Deepfake Detection via DCT Trace Manipulation
Lecture notes in computer science·2025· 2 cited
Advantages of brain parcellation in Multiple Sclerosis Lesion Segmentation
2024· 1 cited
ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation—Methods and Results
Lecture notes in computer science·2024· 9 cited
SynthBA: Reliable Brain Age Estimation Across Multiple MRI Sequences and Resolutions
2024· 1 cited
Efficient Atrophy Mapping: A Single-Step U-Net Approach for Rapid Brain Change Estimation
2024
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Frequent Co-authors

Sebastiano Battiato(38), Alessia Rondinella(16), Oliver Giudice(15), Alessandro Ortis(12), Giovanni Puglisi(10), Daniele Ravì(9), Elena Crispino(7), Giulia Russo(7), Francesco Pappalardo(7), Claudio Vittorio Ragaglia(7), I. Chiaramonte(6), Clara Di Lorenzo(5), Davide Maimone(5), Luca Guarnera(5), Giuseppe Augello(5), Mirko Casu(5), Lemuel Puglisi(5), R Tropea(4), Mattia Litrico(4), Francesco Rundo(4)