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Andrea Paudice
Andrea Paudice
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Year
Towards poisoning of deep learning algorithms with back-gradient optimization
L Muñoz-González, B Biggio, A Demontis, A Paudice, V Wongrassamee, ...
Proceedings of the 10th ACM workshop on artificial intelligence and security …, 2017
6882017
Label sanitization against label flipping poisoning attacks
A Paudice, L Muñoz-González, EC Lupu
ECML PKDD 2018 Workshops: Nemesis 2018, UrbReas 2018, SoGood 2018, IWAISe …, 2019
1782019
Detection of adversarial training examples in poisoning attacks through anomaly detection
A Paudice, L Muñoz-González, A Gyorgy, EC Lupu
arXiv preprint arXiv:1802.03041, 2018
1702018
Efficient attack graph analysis through approximate inference
L Munoz-Gonzalez, D Sgandurra, A Paudice, EC Lupu
ACM Transactions on Privacy and Security (TOPS) 20 (3), 10 20 (3), 10, 2017
69*2017
Automated root cause identification of security alerts: Evaluation in a SaaS Cloud
D Cotroneo, A Paudice, A Pecchia
Future Generation Computer Systems 56, 375-387, 2016
402016
An experiment with conceptual clustering for the analysis of security alerts
A Paudice, S Sarkar, D Cotroneo
2014 IEEE International Symposium on Software Reliability Engineering …, 2014
332014
Correlation Clustering with Adaptive Similarity Queries
M Bressan, N Cesa-Bianchi, A Paudice, F Vitale
Conference on Neural Information Processing Systems, 2019
222019
Exact Recovery of Clusters in Finite Metric Spaces Using Oracle Queries
AP M Bressan, N Cesa-Bianchi, S Lattanzi
Conference on Learning Theory, 2021
172021
Empirical analysis and validation of security alerts filtering techniques
D Cotroneo, A Paudice, A Pecchia
IEEE Transactions on Dependable and Secure Computing 16 (5), 856-870, 2017
142017
Exact Recovery of Mangled Clusters with Same-Cluster Queries
M Bressan, N Cesa-Bianchi, S Lattanzi, A Paudice
Conference on Neural Information Processing Systems, 2020
132020
Determining resilience gains from anomaly detection for event integrity in wireless sensor networks
VP Illiano, A Paudice, L Muñoz-González, EC Lupu
ACM Transactions on Sensor Networks (TOSN) 14 (1), 1-35, 2018
132018
Robust Unsupervised Learning via L-Statistic Minimization
A Maurer, DA Parletta, A Paudice, M Pontil
International Conference on Machine Learning, 2021
112021
Multitask Online Mirror Descent
N Cesa-Bianchi, P Laforgue, A Paudice, M Pontil
TMLR, 2022
72022
High probability bounds for stochastic subgradient schemes with heavy tailed noise
DA Parletta, A Paudice, M Pontil, S Salzo
arXiv preprint arXiv:2208.08567, 2022
62022
On margin-based cluster recovery with oracle queries
M Bressan, N Cesa-Bianchi, S Lattanzi, A Paudice
Advances in Neural Information Processing Systems, 2021
52021
An improved uniform convergence bound with fat-shattering dimension
R Colomboni, E Esposito, A Paudice
arXiv preprint arXiv:2307.06644, 2023
32023
Regret analysis of dyadic search
F Bachoc, T Cesari, R Colomboni, A Paudice
arXiv preprint arXiv:2209.00885, 2022
32022
A near-optimal algorithm for univariate zeroth-order budget convex optimization
F Bachoc, T Cesari, R Colomboni, A Paudice
arXiv preprint arXiv:2208.06720, 2022
32022
Active learning of classifiers with label and seed queries
M Bressan, N Cesa-Bianchi, S Lattanzi, A Paudice, M Thiessen
Advances in Neural Information Processing Systems 35, 30911-30922, 2022
12022
Algorithms for Clustering and Robust Unsupervised Learning Problems
A Paudice
Università degli Studi di Milano, 2022
12022
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Articles 1–20