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Fabio Roli — most-cited papers & profile · Cybersecurity
← authors
·
overview
Fabio Roli
15
papers ·
179
citations ·
0
h-index
University of Genoa
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches
2022 · 46 citations
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables
2018 · 44 citations
Explaining Vulnerabilities of Deep Learning to Adversarial Malware Binaries
2019 · 24 citations
Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection
2020 · 21 citations
Machine Learning Security against Data Poisoning: Are We There Yet?
2022 · 13 citations
Energy-Latency Attacks via Sponge Poisoning
2022 · 11 citations
HO-FMN: Hyperparameter Optimization for Fast Minimum-Norm Attacks
2024 · 3 citations
Nebula: Self-Attention for Dynamic Malware Analysis
2023
Robust Synthetic Data-Driven Detection of Living-Off-the-Land Reverse Shells
2024
Updating Windows Malware Detectors: Balancing Robustness and Regression against Adversarial EXEmples
2024
SoK: On the Offensive Potential of AI
2024
Top co-authors
Battista Biggio
· 9
Luca Demetrio
· 6
Ambra Demontis
· 5
Dmitrijs Trizna
· 3
Alessandro Armando
· 2
Antonio Emanuele Cin\`a
· 2
Giorgio Giacinto
· 2
Giovanni Lagorio
· 2
Maura Pintor
· 2
Ali Sunyaev
· 1
and Marcello Pelillo
· 1
Angelo Sotgiu
· 1
Topics
Adversarial ML
Vulnerability Detection
Malware Detection
Threat Intelligence
Anomaly Detection
LLM Security
Privacy