Fabio Roli

Full Professor, University of Genoa

Joined

July 2019

Names

Fabio Roli

Emails

****@diee.unica.it (Confirmed)

****@unica.it (Confirmed)

****@unige.it (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Full Professor

University of Genoa (unige.it)

2021 – Present

Advisors, Relations & Conflicts

Coauthor

Zhen Lei

2011 – 2014

Coauthor

Matti Pietikainen

2011 – 2014

Coauthor

Vittorio Murino

2011 – 2014

Coauthor

Stan Li

2011 – 2014

Coauthor

Zhi-hua Zhou

2011 – 2014

Coauthor

Luisa Verdoliva

2011 – 2014

Coauthor

Marco Cristani

2011 – 2014

Coauthor

Junjie Yan

2011 – 2014

Coauthor

Javier Lorenzo

2011 – 2014

Coauthor

Josef Kittler

2011 – 2014

Coauthor

Junjie Yan

2011 – 2014

Coauthor

Chang Tsun-li

2011 – 2014

Coauthor

Arjan Kuijper

2011 – 2014

Coauthor

Moncef Gabbouj

2011 – 2014

Coauthor

Samuel Bulo

2011 – 2014

Coauthor

Anderson Rocha

2011 – 2014

Coauthor

Marcello Pelillo

2011 – 2014

Coauthor

Robert Sabourin

2011 – 2014

Coauthor

Davide Cozzolino

2011 – 2014

Coauthor

Massimo Tistarelli

2011 – 2014

Coauthor

Robert p.w. Duin

2002 – 2002

Expertise

machine learning

1995 – Present

Publications

SOM Directions Are Better than One: Multi-Directional Refusal Suppression in Language Models
Giorgio Piras, Raffaele Mura, Fabio Brau, Luca Oneto, Fabio Roli, Battista Biggio
- AAAI 2026
- Readers: Everyone
Harnessing Hyperbolic Geometry for Harmful Prompt Detection and Sanitization
Igor Maljkovic, Maria Rosaria Briglia, Iacopo Masi, Antonio Emanuele Cinà, Fabio Roli
- ICLR 2026 Poster
- Readers: Everyone
TransferBench: Benchmarking Ensemble-based Black-box Transfer Attacks
Fabio Brau, Maura Pintor, Antonio Emanuele Cinà, Raffaele Mura, Luca Scionis, Luca Oneto, Fabio Roli, Battista Biggio
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting
Emanuele Ledda, Rita Delussu, Lorenzo Putzu, Giorgio Fumera, Fabio Roli
- Foresti, G.L., Fusiello, A., Hancock, E. (eds) Image Analysis and Processing – Proc. 22nd Int. Conf. on Image Analysis and Processing (ICIAP 2023)
- Readers: Everyone
Adversarial Attacks Against Uncertainty Quantification
Emanuele Ledda, Daniele Angioni, Giorgio Piras, Giorgio Fumera, Battista Biggio, Fabio Roli
- 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)
- Readers: Everyone
ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches
Maura Pintor, Daniele Angioni, Angelo Sotgiu, Luca Demetrio, Ambra Demontis, Battista Biggio, Fabio Roli
- 04 Jun 2022 (modified: 30 Dec 2025)
- Shift Happens 2022 ContributedTalk
- Readers: Everyone
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples
Maura Pintor, Luca Demetrio, Angelo Sotgiu, Ambra Demontis, Nicholas Carlini, Battista Biggio, Fabio Roli
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Adversarial EXEmples: Functionality-preserving Optimization of Adversarial Windows Malware
Luca Demetrio, Battista Biggio, Giovanni Lagorio, Alessandro Armando, Fabio Roli
- Published: 21 Jun 2021, Last Modified: 05 May 2023
- ICML 2021 Workshop AML Poster
- Readers: Everyone
Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints
Maura Pintor, Fabio Roli, Wieland Brendel, Battista Biggio
- Published: 21 Jun 2021, Last Modified: 30 Dec 2025
- ICML 2021 Workshop AML Oral
- Readers: Everyone
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples
Maura Pintor, Luca Demetrio, Angelo Sotgiu, Giovanni Manca, Ambra Demontis, Nicholas Carlini, Battista Biggio, Fabio Roli
- Published: 21 Jun 2021, Last Modified: 30 Dec 2025
- ICML 2021 Workshop AML Poster
- Readers: Everyone

View all 23 publications

Co-Authors

View all 37 co-authors