Ambra Demontis
Scholar

Ambra Demontis

Google Scholar ID: n_GuF3EAAAAJ
Assistant Professor at University of Cagliari
machine learningadversarial machine learningimage recognition
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Citations & Impact
All-time
Citations
3,346
 
H-index
20
 
i10-index
26
 
Publications
20
 
Co-authors
40
list available
Contact
No contact links provided.
Publications
11 items
Out-of-Distribution Detection for Continual Learning: Design Principles and Benchmarking
2025
Cited
0
Prototype-Guided Robust Learning against Backdoor Attacks
2025
Cited
0
Silent Until Sparse: Backdoor Attacks on Semi-Structured Sparsity
2025
Cited
0
Evaluating the Evaluators: Trust in Adversarial Robustness Tests
2025
Cited
0
Buffer-free Class-Incremental Learning with Out-of-Distribution Detection
2025
Cited
0
Adversarial Pruning: A Survey and Benchmark of Pruning Methods for Adversarial Robustness
Pattern Recognition · 2024
Cited
2
HO-FMN: Hyperparameter Optimization for Fast Minimum-Norm Attacks
Neurocomputing · 2024
Cited
0
AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples
AAAI Conference on Artificial Intelligence · 2024
Cited
6
Resume (English only)
Co-authors
40 total
Battista Biggio
Battista Biggio
Professor of Computer Engineering, University of Cagliari, Italy
Fabio Roli
Fabio Roli
Professor, University of Genova and Cagliari, Italy
Maura Pintor
Maura Pintor
University of Cagliari
Co-author 4
Co-author 4
Davide Maiorca
Davide Maiorca
Associate Professor of Computer Engineering at University of Cagliari, Italy
Angelo Sotgiu
Angelo Sotgiu
Assistant Professor, University of Cagliari
Antonio Emanuele Cinà
Antonio Emanuele Cinà
Assistant Professor @ University of Genoa
Luca Demetrio
Luca Demetrio
Assistant Professor at Università degli Studi di Genova