Giovanni Cherubin
Giovanni Cherubin
Alan Turing Institute
Verified email at turing.ac.uk - 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
372017
Bayes, not Nave: Security Bounds on Website Fingerprinting Defenses
G Cherubin
Proceedings on Privacy Enhancing Technologies 2017 (4), 215-231, 2017
18*2017
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
152015
Disparate vulnerability: On the unfairness of privacy attacks against machine learning
M Yaghini, B Kulynych, C Troncoso
arXiv preprint arXiv:1906.00389, 2019
122019
F-BLEAU: fast black-box leakage estimation
G Cherubin, K Chatzikokolakis, C Palamidessi
2019 IEEE Symposium on Security and Privacy (SP), 835-852, 2019
62019
Majority Vote Ensembles of Conformal Predictors
G Cherubin
32018
Bots detection by Conformal Clustering
G Cherubin
MSc thesis, Royal Holloway, 2014. URL https://giocher. com/files/docs/bdcc…, 2014
32014
Exchangeability martingales for selecting features in anomaly detection
G Cherubin, A Baldwin, J Griffin
Conformal and Probabilistic Prediction and Applications, 157-170, 2018
12018
Hidden Markov Models with Confidence
G Cherubin, I Nouretdinov
Symposium on Conformal and Probabilistic Prediction with Applications, 128-144, 2016
12016
The Bayes Security Measure
K Chatzikokolakis, G Cherubin, C Palamidessi, C Troncoso
arXiv preprint arXiv:2011.03396, 2020
2020
Black-box Security: Measuring Black-box Information Leakage via Machine Learning
G Cherubin
PhD thesis, Royal Holloway, University of London, 2019
2019
Black-box Security
G Cherubin
2018
The system can't perform the operation now. Try again later.
Articles 1–12