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Fabio Roli — most-cited papers & profile · AI for Code
← authors
·
overview
Fabio Roli
28
papers ·
193
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
Fast Minimum-norm Adversarial Attacks Through Adaptive Norm Constraints
2021 · 14 citations
Machine Learning Security against Data Poisoning: Are We There Yet?
2022 · 13 citations
Energy-Latency Attacks via Sponge Poisoning
2022 · 11 citations
Energy-Latency Attacks via Sponge Poisoning
2022 · 11 citations
Security of Deep Reinforcement Learning for Autonomous Driving: A Survey
2022 · 3 citations
3D Face Mask Presentation Attack Detection Based on Intrinsic Image Analysis
2019 · 3 citations
HO-FMN: Hyperparameter Optimization for Fast Minimum-Norm Attacks
2024 · 3 citations
Adversarial Frontiers: Minimum-Norm Attack Ensembles for Robustness Evaluation
2026
Architectural Backdoors in Vision-Language Model Supply Chains via Representation Steering
2026
Harnessing Hyperbolic Geometry for Harmful Prompt Detection and Sanitization
2026
Demystifying the Role of Rule-based Detection in AI Systems for Windows Malware Detection
2025
Topics
Adversarial ML
Vulnerability Detection
Malware Detection
Anomaly Detection
Threat Intelligence
LLM Security
Adversarial Attacks
cs.CR
cs.PF
Safe RL