Luca Guarnera

Orcid: 0000-0001-8315-351X

According to our database1, Luca Guarnera authored at least 29 papers between 2017 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Mastering Deepfake Detection: A Cutting-edge Approach to Distinguish GAN and Diffusion-model Images.
ACM Trans. Multim. Comput. Commun. Appl., November, 2024

GenAI mirage: The impostor bias and the deepfake detection challenge in the era of artificial illusions.
Forensic Sci. Int. Digit. Investig., 2024

Enhancing Crime Scene Investigations through Virtual Reality and Deep Learning Techniques.
CoRR, 2024

Deepfake Media Forensics: State of the Art and Challenges Ahead.
CoRR, 2024

On the Exploitation of DCT-Traces in the Generative-AI Domain.
CoRR, 2024

A Novel Dataset for Non-Destructive Inspection of Handwritten Documents.
CoRR, 2024

MITS-GAN: Safeguarding medical imaging from tampering with generative adversarial networks.
Comput. Biol. Medicine, 2024

DeepFeatureX Net: Deep Features eXtractors Based Network for Discriminating Synthetic from Real Images.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Innovative Methods for Non-Destructive Inspection of Handwritten Documents.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Assessing forensic ballistics three-dimensionally through graphical reconstruction and immersive VR observation.
Multim. Tools Appl., May, 2023

AI Mirage: The Impostor Bias and the Deepfake Detection Challenge in the Era of Artificial Illusions.
CoRR, 2023

Improving Video Deepfake Detection: A DCT-Based Approach with Patch-Level Analysis.
CoRR, 2023

Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models.
CoRR, 2023

Benchmarking of Blind Video Deblurring Methods on Long Exposure and Resource Poor Settings.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Not with My Name! Inferring Artists' Names of Input Strings Employed by Diffusion Models.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022
The Face Deepfake Detection Challenge.
J. Imaging, 2022

Deepfake Style Transfer Mixture: A First Forensic Ballistics Study on Synthetic Images.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

On the Exploitation of Deepfake Model Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

The UNICT-TEAM Vision Modules for the Mohamed Bin Zayed International Robotics Challenge 2020.
Proceedings of the Computer Vision and Image Processing - 7th International Conference, 2022

2021
Fighting Deepfakes by Detecting GAN DCT Anomalies.
J. Imaging, 2021

2020
Preliminary Forensics Analysis of DeepFake Images.
CoRR, 2020

Fighting Deepfake by Exposing the Convolutional Traces on Images.
IEEE Access, 2020

DeepFake Detection by Analyzing Convolutional Traces.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Siamese Ballistics Neural Network.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018
Forensic analysis of handwritten documents with GRAPHJ (Erratum).
J. Electronic Imaging, 2018

Forensic analysis of handwritten documents with GRAPHJ.
J. Electronic Imaging, 2018

Localization of Visitors for Cultural Sites Management.
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018

2017
GRAPHJ: A Forensics Tool for Handwriting Analysis.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

A System for Autonomous Landing of a UAV on a Moving Vehicle.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017


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