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Andrea Paudice
Andrea Paudice
Verified email at unimi.it
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Cited by
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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
4482017
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
1082018
Label sanitization against label flipping poisoning attacks
A Paudice, L Muñoz-González, EC Lupu
Joint European conference on machine learning and knowledge discovery in …, 2018
892018
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
462017
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
372016
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
262014
Correlation Clustering with Adaptive Similarity Queries
M Bressan, N Cesa-Bianchi, A Paudice, F Vitale
Conference on Neural Information Processing Systems, 2019
122019
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
122018
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
122017
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
102020
Exact Recovery of Clusters in Finite Metric Spaces Using Oracle Queries
AP M Bressan, N Cesa-Bianchi, S Lattanzi
Conference on Learning Theory, 2021
92021
Efficient attack graph analysis through approximate inference
D Sgandurra, A Paudice, EC Lupu
ACM Transactions on Privacy and Security (TOPS) 20 (3), 1-30, 2017
92017
On margin-based cluster recovery with oracle queries
M Bressan, N Cesa-Bianchi, S Lattanzi, A Paudice
Advances in Neural Information Processing Systems, 2021
32021
Multitask Online Mirror Descent
N Cesa-Bianchi, P Laforgue, A Paudice, M Pontil
arXiv preprint arXiv:2106.02393, 2021
22021
Robust Unsupervised Learning via L-Statistic Minimization
A Maurer, DA Parletta, A Paudice, M Pontil
International Conference on Machine Learning, 2021
22021
Algorithms for Clustering and Robust Unsupervised Learning Problems
A Paudice
Università degli Studi di Milano, 2022
12022
Active Learning of Classifiers with Label and Seed Queries
M Bressan, N Cesa-Bianchi, S Lattanzi, A Paudice, M Thiessen
arXiv preprint arXiv:2209.03996, 2022
2022
Regret Analysis of Dyadic Search
F Bachoc, T Cesari, R Colomboni, A Paudice
arXiv preprint arXiv:2209.00885, 2022
2022
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
2022
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
2022
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