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Giorgio Giacinto — most-cited papers & profile · Cybersecurity
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Giorgio Giacinto
10
papers ·
99
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables
2018 · 44 citations
Towards Adversarial Malware Detection: Lessons Learned from PDF-based Attacks
2018 · 40 citations
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection
2017 · 9 citations
Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification
2015 · 3 citations
HO-FMN: Hyperparameter Optimization for Fast Minimum-Norm Attacks
2024 · 3 citations
The Sound of Malware: A Memory Forensics Approach for Android Malware Analysis via Audio Signals
2026
Label-efficient Training Updates for Malware Detection over Time
2026
Are Trees Really Green? A Detection Approach of IoT Malware Attacks
2025
Can you See me? On the Visibility of NOPs against Android Malware Detectors
2023
Top co-authors
Davide Maiorca
· 6
Battista Biggio
· 4
Ambra Demontis
· 3
Diego Soi
· 2
Fabio Roli
· 2
Giorgio Piras
· 2
Silvia Lucia Sanna
· 2
and Fabio Roli
· 1
Angelo Sotgiu
· 1
B. Biggio
· 1
Bojan Kolosnjaji
· 1
Claudia Eckert
· 1
Topics
Malware Detection
Anomaly Detection
Vulnerability Detection
Adversarial ML
Threat Intelligence
Forensics
Network Security