Articles with public access mandates - Maura PintorLearn more
Not available anywhere: 2
Task-Specific Automation in Deep Learning Processes
G Buchgeher, G Czech, AS Ribeiro, W Kloihofer, P Meloni, P Busia, ...
Database and Expert Systems Applications-DEXA 2021 Workshops: BIOKDD, IWCFS …, 2021
Mandates: European Commission
AISec'23: 16th ACM Workshop on Artificial Intelligence and Security
M Pintor, FS Tramèr, X Chen
Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications …, 2023
Mandates: European Commission
Available somewhere: 17
Why do adversarial attacks transfer? explaining transferability of evasion and poisoning attacks
A Demontis, M Melis, M Pintor, M Jagielski, B Biggio, A Oprea, ...
28th USENIX security symposium (USENIX security 19), 321-338, 2019
Mandates: US Department of Defense, European Commission
The threat of offensive ai to organizations
Y Mirsky, A Demontis, J Kotak, R Shankar, D Gelei, L Yang, X Zhang, ...
Computers & Security 124, 103006, 2023
Mandates: Government of Italy
Fast minimum-norm adversarial attacks through adaptive norm constraints
M Pintor, F Roli, W Brendel, B Biggio
Advances in Neural Information Processing Systems 34, 20052-20062, 2021
Mandates: German Research Foundation, European Commission, Federal Ministry of …
secml: A python library for secure and explainable machine learning
M Melis, A Demontis, M Pintor, A Sotgiu, B Biggio
arXiv preprint arXiv:1912.10013 6, 2019
Mandates: European Commission, Government of Italy
ImageNet-Patch: A dataset for benchmarking machine learning robustness against adversarial patches
M Pintor, D Angioni, A Sotgiu, L Demetrio, A Demontis, B Biggio, F Roli
Pattern Recognition 134, 109064, 2023
Mandates: Government of Italy
Indicators of attack failure: Debugging and improving optimization of adversarial examples
M Pintor, L Demetrio, A Sotgiu, A Demontis, N Carlini, B Biggio, F Roli
Advances in Neural Information Processing Systems 35, 23063-23076, 2022
Mandates: European Commission, Government of Italy
Why adversarial reprogramming works, when it fails, and how to tell the difference
Y Zheng, X Feng, Z Xia, X Jiang, A Demontis, M Pintor, B Biggio, F Roli
Information Sciences 632, 130-143, 2023
Mandates: National Natural Science Foundation of China
Optimization and deployment of CNNs at the edge: the ALOHA experience
P Meloni, D Loi, P Busia, G Deriu, AD Pimentel, D Sapra, T Stefanov, ...
Proceedings of the 16th ACM international conference on computing frontiers …, 2019
Mandates: European Commission
ALOHA: an architectural-aware framework for deep learning at the edge
P Meloni, D Loi, G Deriu, AD Pimentel, D Sapra, B Moser, N Shepeleva, ...
Proceedings of the workshop on INTelligent embedded systems architectures …, 2018
Mandates: European Commission
Be right Beach: A social IoT system for sustainable tourism based on beach overcrowding avoidance
R Girau, E Ferrara, M Pintor, M Sole, D Giusto
2018 IEEE International Conference on Internet of Things (iThings) and IEEE …, 2018
Mandates: Government of Italy
Explainability-based debugging of machine learning for vulnerability discovery
A Sotgiu, M Pintor, B Biggio
Proceedings of the 17th International Conference on Availability …, 2022
Mandates: European Commission
Detecting anomalies from video-sequences: a novel descriptor
G Orru, D Ghiani, M Pintor, GL Marcialis, F Roli
2020 25th International Conference on Pattern Recognition (ICPR), 4642-4649, 2021
Mandates: Government of Italy
Explaining machine learning DGA detectors from DNS traffic data
G Piras, M Pintor, L Demetrio, B Biggio
CEUR WORKSHOP PROCEEDINGS 3260, 150-168, 2022
Mandates: European Commission, Government of Italy
Raze to the ground: Query-efficient adversarial html attacks on machine-learning phishing webpage detectors
B Montaruli, L Demetrio, M Pintor, L Compagna, D Balzarotti, B Biggio
Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security …, 2023
Mandates: European Commission
Secml: Secure and Explainable Machine Learning in Python
M Melis, A Demontis, M Pintor, A Sotgiu, L Demetrio, B Biggio
Available at SSRN 4003262, 2022
Mandates: European Commission, Government of Italy
Slope: A First-order Approach for Measuring Gradient Obfuscation
M Pintor, L Demetrio, G Manca, B Biggio, F Roli
ESANN 2021 - European Symposium on Artificial Neural Networks, Computational …, 2021
Mandates: Government of Italy
Stateful detection of adversarial reprogramming
Y Zheng, X Feng, Z Xia, X Jiang, M Pintor, A Demontis, B Biggio, F Roli
Information Sciences 642, 119093, 2023
Mandates: National Natural Science Foundation of China, European Commission
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