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Fabio Pierazzi — most-cited papers & profile · Cybersecurity
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overview
Fabio Pierazzi
9
papers ·
45
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Dos and Don'ts of Machine Learning in Computer Security
2020 · 24 citations
Realizable Universal Adversarial Perturbations for Malware
2021 · 6 citations
Intriguing Properties of Adversarial ML Attacks in the Problem Space [Extended Version]
2019 · 5 citations
Unraveling the Key of Machine Learning-based Android Malware Detection
2024 · 4 citations
"Real Attackers Don't Compute Gradients": Bridging the Gap Between Adversarial ML Research and Practice
2022 · 3 citations
ML-Based Behavioral Malware Detection Is Far From a Solved Problem
2024 · 2 citations
Transcending Transcend: Revisiting Malware Classification in the Presence of Concept Drift
2020 · 1 citations
How to Train your Antivirus: RL-based Hardening through the Problem-Space
2024
Top co-authors
Lorenzo Cavallaro
· 7
Feargus Pendlebury
· 4
Daniel Arp
· 2
Erwin Quiring
· 2
Jacopo Cortellazzi
· 2
Alexander Warnecke
· 1
Branislav Bošanský
· 1
Christian Wressnegger
· 1
David Freeman
· 1
David Wagner
· 1
Davy Preuveneers
· 1
Federico Barbero
· 1
Topics
Adversarial ML
Malware Detection
Vulnerability Detection
Threat Intelligence
Anomaly Detection
LLM Security
Network Security