Scholar
Ambra Demontis
Google Scholar ID: n_GuF3EAAAAJ
Assistant Professor at University of Cagliari
machine learning
adversarial machine learning
image recognition
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Citations & Impact
All-time
Citations
3,680
H-index
20
i10-index
26
Publications
20
Co-authors
40
list available
Publications
12 items
Adversarial Frontiers: Minimum-Norm Attack Ensembles for Robustness Evaluation
2026
Cited
0
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
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Co-authors
17 total
Battista Biggio
Professor of Computer Engineering, University of Cagliari, Italy
Fabio Roli
Professor, University of Genova and Cagliari, Italy
Maura Pintor
University of Cagliari
Davide Maiorca
Associate Professor of Computer Engineering at University of Cagliari, Italy
Angelo Sotgiu
Assistant Professor, University of Cagliari
Antonio Emanuele Cinà
Assistant Professor @ University of Genoa
Luca Demetrio
Assistant Professor at Università degli Studi di Genova
Giorgio Fumera
Associate Professor of Computer Engineering, University of Cagliari
