Andrea Ponte
Scholar

Andrea Ponte

Google Scholar ID: uxSYAcsAAAAJ
Ph.D. Student, University of Genova
machine learningadversarial machine learningtrustworthy AIdata-driven surrogates
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Citations & Impact
All-time
Citations
6
 
H-index
1
 
i10-index
0
 
Publications
3
 
Co-authors
5
list available
Contact
No contact links provided.
Publications
4 items
Windows Malware Detector as a Compound AI System: Trade-Offs in Accuracy, Efficiency, and Adversarial Robustness
2026
Cited
0
EXE-Bench: Ranking the Tradeoffs of AI-based Windows Malware Detectors for Real-World Usability
2026
Cited
0
Demystifying the Role of Rule-based Detection in AI Systems for Windows Malware Detection
2025
Cited
0
Empirical Quantification of Spurious Correlations in Malware Detection
2025
Cited
0
Resume (English only)
Co-authors
5 total
Luca Demetrio
Luca Demetrio
Assistant Professor at Università degli Studi di Genova
Fabio Roli
Fabio Roli
Professor, University of Genova and Cagliari, Italy
Battista Biggio
Battista Biggio
Professor of Computer Engineering, University of Cagliari, Italy
Dmitrijs Trizna
Dmitrijs Trizna
Microsoft Corporation
Luca Oneto
Luca Oneto
DIBRIS - University of Genoa