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Giovanni Cherubin
Giovanni Cherubin
Microsoft Research
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
Website fingerprinting defenses at the application layer
G Cherubin, J Hayes, M Juarez
Proceedings on Privacy Enhancing Technologies 2017 (2), 186-203, 2017
692017
Bayes, not Nave: Security Bounds on Website Fingerprinting Defenses
G Cherubin
Proceedings on Privacy Enhancing Technologies 2017 (4), 215-231, 2017
32*2017
Disparate vulnerability: On the unfairness of privacy attacks against machine learning
M Yaghini, B Kulynych, C Troncoso
282019
Conformal clustering and its application to botnet traffic
G Cherubin, I Nouretdinov, A Gammerman, R Jordaney, Z Wang, D Papini, ...
International Symposium on Statistical Learning and Data Sciences, 313-322, 2015
212015
F-BLEAU: fast black-box leakage estimation
G Cherubin, K Chatzikokolakis, C Palamidessi
2019 IEEE Symposium on Security and Privacy (SP), 835-852, 2019
202019
Majority Vote Ensembles of Conformal Predictors
G Cherubin
112018
Exact Optimization of Conformal Predictors via Incremental and Decremental Learning
G Cherubin, K Chatzikokolakis, M Jaggi
Proceedings of the 38th International Conference on Machine Learning 139…, 2021
72021
Synthetic Data--what, why and how?
J Jordon, L Szpruch, F Houssiau, M Bottarelli, G Cherubin, C Maple, ...
arXiv preprint arXiv:2205.03257, 2022
52022
Reconstructing training data with informed adversaries
B Balle, G Cherubin, J Hayes
arXiv preprint arXiv:2201.04845, 2022
52022
Disparate vulnerability to membership inference attacks
B Kulynych, M Yaghini, G Cherubin, M Veale, C Troncoso
arXiv preprint arXiv:1906.00389, 2019
42019
Exchangeability martingales for selecting features in anomaly detection
G Cherubin, A Baldwin, J Griffin
Conformal and Probabilistic Prediction and Applications, 157-170, 2018
42018
Approximating Full Conformal Prediction at Scale via Influence Functions
J Abad, U Bhatt, A Weller, G Cherubin
arXiv preprint arXiv:2202.01315, 2022
32022
The Bayes security measure
K Chatzikokolakis, G Cherubin, C Palamidessi, C Troncoso
arXiv preprint arXiv:2011.03396, 2020
32020
Bots detection by Conformal Clustering
G Cherubin
MSc thesis, Royal Holloway, 2014. URL https://giocher. com/files/docs/bdcc…, 2014
32014
Hidden markov models with confidence
G Cherubin, I Nouretdinov
Symposium on Conformal and Probabilistic Prediction with Applications, 128-144, 2016
22016
Online Website Fingerprinting: Evaluating Website Fingerprinting Attacks on Tor in the Real World
G Cherubin, R Jansen, C Troncoso
31st USENIX Security Symposium (USENIX Security 22), 753-770, 2022
12022
Disparate Vulnerability to Membership Inference Attacks
M Yaghini, B Kulynych, G Cherubin, M Veale, C Troncoso
Proceedings on Privacy Enhancing Technologies, 2022
12022
Fast conformal classification using influence functions
U Bhatt, A Weller, G Cherubin
Conformal and Probabilistic Prediction and Applications, 303-305, 2021
12021
Black-box Security: Measuring Black-box Information Leakage via Machine Learning
G Cherubin
PhD thesis, Royal Holloway, University of London, 2019
12019
Preface for the Proceedings of Machine Learning Research Volume 152
L Carlsson, Z Luo, G Cherubin, KA Nguyen
10th Symposium on Conformal and Probabilistic Prediction with Applications, 2021
2021
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