Luca Guarnera

Luca Guarnera

Università degli Studi di Catania

H-index: 10

Europe-Italy

About Luca Guarnera

Luca Guarnera, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Università degli Studi di Catania, specializes in the field of Multimedia Forensics, Computer Vision, Machine learning, Pattern recognition.

His recent articles reflect a diverse array of research interests and contributions to the field:

MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks

A Novel Dataset for Non-Destructive Inspection of Handwritten Documents

Mastering Deepfake Detection: A Cutting-Edge Approach to Distinguish GAN and Diffusion-Model Images

DeepFeatureX Net: Deep Features eXtractors based Network for discriminating synthetic from real images

Innovative Methods for Non-Destructive Inspection of Handwritten Documents

On the Exploitation of DCT-Traces in the Generative-AI Domain

Benchmarking of Blind Video Deblurring Methods on Long Exposure and Resource Poor Settings

Not with My Name! Inferring Artists’ Names of Input Strings Employed by Diffusion Models

Luca Guarnera Information

University

Position

- IPLab (Image Processing Lab)

Citations(all)

543

Citations(since 2020)

534

Cited By

57

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

10

i10Index(since 2020)

10

Email

University Profile Page

Università degli Studi di Catania

Google Scholar

View Google Scholar Profile

Luca Guarnera Skills & Research Interests

Multimedia Forensics

Computer Vision

Machine learning

Pattern recognition

Top articles of Luca Guarnera

Title

Journal

Author(s)

Publication Date

MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks

arXiv preprint arXiv:2401.09624

Giovanni Pasqualino

Luca Guarnera

Alessandro Ortis

Sebastiano Battiato

2024/1/17

A Novel Dataset for Non-Destructive Inspection of Handwritten Documents

arXiv preprint arXiv:2401.04448

Eleonora Breci

Luca Guarnera

Sebastiano Battiato

2024/1/9

Mastering Deepfake Detection: A Cutting-Edge Approach to Distinguish GAN and Diffusion-Model Images

ACM Transactions on Multimedia Computing, Communications and Applications

Luca Guarnera

Oliver Giudice

Sebastiano Battiato

2024

DeepFeatureX Net: Deep Features eXtractors based Network for discriminating synthetic from real images

arXiv preprint arXiv:2404.15697

Orazio Pontorno

Luca Guarnera

Sebastiano Battiato

2024/4/24

Innovative Methods for Non-Destructive Inspection of Handwritten Documents

Eleonora Breci

Luca Guarnera

Sebastiano Battiato

2024/4/14

On the Exploitation of DCT-Traces in the Generative-AI Domain

arXiv preprint arXiv:2402.02209

Orazio Pontorno

Luca Guarnera

Sebastiano Battiato

2024/2/3

Benchmarking of Blind Video Deblurring Methods on Long Exposure and Resource Poor Settings

Maria Ausilia Napoli Spatafora

Massimo O Spata

Luca Guarnera

Alessandro Ortis

Sebastiano Battiato

2023/9/5

Not with My Name! Inferring Artists’ Names of Input Strings Employed by Diffusion Models

Roberto Leotta

Oliver Giudice

Luca Guarnera

Sebastiano Battiato

2023/9/5

Assessing forensic ballistics three-dimensionally through graphical reconstruction and immersive VR observation

Multimedia Tools and Applications

Luca Guarnera

Oliver Giudice

Salvatore Livatino

Antonino Barbaro Paratore

Angelo Salici

...

2023/5

Level up the deepfake detection: a method to effectively discriminate images generated by gan architectures and diffusion models

arXiv preprint arXiv:2303.00608

Luca Guarnera

Oliver Giudice

Sebastiano Battiato

2023/3/1

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

arXiv preprint arXiv:2312.16220

Mirko Casu

Luca Guarnera

Pasquale Caponnetto

Sebastiano Battiato

2023/12/24

Improving Video Deepfake Detection: A DCT-Based Approach with Patch-Level Analysis

arXiv preprint arXiv:2310.11204

Luca Guarnera

Salvatore Manganello

Sebastiano Battiato

2023/10/17

The face deepfake detection challenge

Journal of Imaging

Luca Guarnera

Oliver Giudice

Francesco Guarnera

Alessandro Ortis

Giovanni Puglisi

...

2022/9/28

Deepfake style transfer mixture: A first forensic ballistics study on synthetic images

Luca Guarnera

Oliver Giudice

Sebastiano Battiato

2022/5/17

Development of a web-app for the ecological momentary assessment of dietary habits among college students: the HEALTHY-UNICT project

Nutrients

Martina Barchitta

Andrea Maugeri

Giuliana Favara

Roberta Magnano San Lio

Paolo Marco Riela

...

2022/1/13

On the exploitation of deepfake model recognition

Luca Guarnera

Oliver Giudice

Matthias Nießner

Sebastiano Battiato

2022

The UNICT-TEAM Vision Modules for the Mohamed Bin Zayed International Robotics Challenge 2020

Sebastiano Battiato

Luciano Cantelli

Fabio D’Urso

Giovanni Maria Farinella

Luca Guarnera

...

2022/11/4

Impact of eating context on dietary choices of college students: evidence from the HEALTHY-UNICT project

Nutrients

Andrea Maugeri

Roberta Magnano San Lio

Giuliana Favara

Maria Clara La Rosa

Claudia La Mastra

...

2022/10/21

Design, protocol, and perspectives of the MADRE-REA study

European Journal of Public Health

Andrea Maugeri

M Barchitta

R Magnano San Lio

MC La Rosa

G Favara

...

2021/10/1

Fighting deepfakes by detecting gan dct anomalies

Journal of Imaging

Oliver Giudice

Luca Guarnera

Sebastiano Battiato

2021/7/30

See List of Professors in Luca Guarnera University(Università degli Studi di Catania)

Co-Authors

H-index: 49
Sebastiano Battiato

Sebastiano Battiato

Università degli Studi di Catania

H-index: 42
Martina Barchitta

Martina Barchitta

Università degli Studi di Catania

H-index: 38
Giovanni Maria Farinella

Giovanni Maria Farinella

Università degli Studi di Catania

H-index: 26
Antonino Furnari

Antonino Furnari

Università degli Studi di Catania

H-index: 25
Corrado Santoro

Corrado Santoro

Università degli Studi di Catania

H-index: 19
Giovanni Puglisi

Giovanni Puglisi

Università degli Studi di Cagliari

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