Francesco Guarnera

Orcid: 0000-0002-7703-3367

According to our database1, Francesco Guarnera authored at least 37 papers between 2019 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Reinforcing the Weakest Links: Modernizing SIENA with Targeted Deep Learning Integration.
CoRR, March, 2026

SynthForensics: A Multi-Generator Benchmark for Detecting Synthetic Video Deepfakes.
CoRR, February, 2026

Temporally-aware diffusion model for brain progression modelling with bidirectional temporal regularisation.
Comput. Medical Imaging Graph., 2026

A Novel Metric for Detecting Memorization in Generative Models for Brain MRI Synthesis.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025
Smoking Detection and Cessation: An Updated Scoping Review of Digital and Mobile Health Technologies.
IEEE J. Biomed. Health Informatics, July, 2025

A Novel Adversarial Gray-Box Attack on DCT-Based Face Deepfake Detectors.
IEEE Access, 2025

(DFF '25) 1st Deepfake Forensics Workshop: Detection, Attribution, Recognition, and Adversarial Challenges in the Era of AI-Generated Media.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Adversarial Attacks on Deepfake Detectors: A Challenge in the Era of AI-Generated Media (AADD-2025).
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

A Comparative Evaluation of Diffusion Based Networks for Multiple Sclerosis Lesion Segmentation.
Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

Benchmarking GANs, Diffusion Models, and Flow Matching for T1w-to-T2w MRI Translation.
Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

DeepSeg-MS: A 3D Network Based on Hierarchical Multi-Scale Learning for MRI Multiple Sclerosis Lesion Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

What if Retrieval Could Work Before Decoding? The case of JPEG AI Latents for Deepfake Source Attribution.
Proceedings of the 1st on Deepfake Forensics Workshop: Detection, 2025

2024

TADM: Temporally-Aware Diffusion Model for Neurodegenerative Progression on Brain MRI.
CoRR, 2024

Exploiting AC Histogram Statistics for Misalignment Estimation in Double JPEG Compressed Images.
IEEE Access, 2024

TADM: Temporally-Aware Diffusion Model for Neurodegenerative Progression on Brain MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Efficient Atrophy Mapping: A Single-Step U-Net Approach for Rapid Brain Change Estimation.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

SynthBA: Reliable Brain Age Estimation Across Multiple MRI Sequences and Resolutions.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

On the Exploitation of DCT Statistics for Cropping Detectors.
Proceedings of the 4th International Conference on Image Processing and Vision Engineering, 2024

ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation - Methods and Results.
Proceedings of the Pattern Recognition. Competitions - 27th International Conference, 2024

Evasion Attack on Deepfake Detection via DCT Trace Manipulation.
Proceedings of the Pattern Recognition. ICPR 2024 International Workshops and Challenges, 2024

Advantages of brain parcellation in Multiple Sclerosis Lesion Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023
Boosting multiple sclerosis lesion segmentation through attention mechanism.
Comput. Biol. Medicine, July, 2023

Early Detection of Hip Periprosthetic Joint Infections Through CNN on Computed Tomography Images.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Attention-Based Convolutional Neural Network for CT Scan COVID-19 Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Enhancing Multiple Sclerosis Lesion Segmentation in Multimodal MRI Scans with Diffusion Models.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
CNN-based first quantization estimation of double compressed JPEG images.
J. Vis. Commun. Image Represent., 2022

The Face Deepfake Detection Challenge.
J. Imaging, 2022

2021
A Robust Document Identification Framework through f-BP Fingerprint.
J. Imaging, 2021

Estimating Previous Quantization Factors on Multiple JPEG Compressed Images.
EURASIP J. Inf. Secur., 2021

First Quantization Estimation by a Robust Data Exploitation Strategy of DCT Coefficients.
IEEE Access, 2021

2020
Pollen Grain Classification Challenge 2020 - Challenge Report.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Computational Data Analysis for First Quantization Estimation on JPEG Double Compressed Images.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

In-Depth DCT Coefficient Distribution Analysis for First Quantization Estimation.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Animated Gif Optimization By Adaptive Color Local Table Management.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
A New Study On Wood Fibers Textures: Documents Authentication Through LBP Fingerprint.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

1-D DCT Domain Analysis for JPEG Double Compression Detection.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019


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