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Giorgio Severi — most-cited papers & profile · Cybersecurity
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Giorgio Severi
8
papers ·
65
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers
2020 · 55 citations
Privacy Side Channels in Machine Learning Systems
2023 · 6 citations
Network-Level Adversaries in Federated Learning
2022 · 1 citations
Poisoning Network Flow Classifiers
2023 · 1 citations
Model-agnostic clean-label backdoor mitigation in cybersecurity environments
2024 · 1 citations
The Trigger in the Haystack: Extracting and Reconstructing LLM Backdoor Triggers
2026
Bad Citrus: Reducing Adversarial Costs with Model Distances
2022
Top co-authors
Alina Oprea
· 4
John Holodnak
· 2
Kendra Kratkiewicz
· 2
Matthew Jagielski
· 2
Simona Boboila
· 2
Alina Oprea
· 1
Amanda Minnich
· 1
Blake Bullwinkel
· 1
Christopher A. Choquette-Choo
· 1
Cristina Nita-Rotaru
· 1
Edoardo Debenedetti
· 1
Eric Wallace
· 1
Topics
Adversarial ML
Threat Intelligence
Vulnerability Detection
Network Security
LLM Security
Malware Detection
Privacy