Benjamin I. P. Rubinstein

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Anthony D. JosephUniversity of California BerkeleyAdresă de e-mail confirmată pe eecs.berkeley.edu
Ling HuangAHI FintechAdresă de e-mail confirmată pe cs.berkeley.edu
Peter BartlettProfessor, EECS and Statistics, UC BerkeleyAdresă de e-mail confirmată pe cs.berkeley.edu
Nina TaftSenior Research Scientist, GoogleAdresă de e-mail confirmată pe google.com
Tansu AlpcanProfessor, Dept. of EEE, the University of MelbourneAdresă de e-mail confirmată pe unimelb.edu.au
Christos DimitrakakisProfessor, University of NeuchatelAdresă de e-mail confirmată pe alumni.epfl.ch
James BaileyProfessor, School of Computing and Information Systems, University of MelbourneAdresă de e-mail confirmată pe unimelb.edu.au
Satish B RaoAdresă de e-mail confirmată pe berkeley.edu
Trevor CohnGoogle DeepMind & University of MelbourneAdresă de e-mail confirmată pe unimelb.edu.au
Christopher LeckieProfessor, Computing and Information Systems, The University of MelbourneAdresă de e-mail confirmată pe unimelb.edu.au
Aikaterini (Katerina) MitrokotsaProfessor, University of St. GallenAdresă de e-mail confirmată pe unisg.ch
Joachim Hyam RubinsteinMelbourne UniversityAdresă de e-mail confirmată pe unimelb.edu.au
Vanessa TeagueThinking Cybersecurity and The Australian National UniversityAdresă de e-mail confirmată pe anu.edu.au
Sarah M. ErfaniAssociate Professor and DECRA Fellow, Computing and Information Systems, University of MelbourneAdresă de e-mail confirmată pe unimelb.edu.au
Jiazhen HeAstraZenecaAdresă de e-mail confirmată pe astrazeneca.com
Chris CulnaneUniversity of Melbourne (School of Computing and Information Systems)Adresă de e-mail confirmată pe unimelb.edu.au
Zuhe ZhangSchool of Computing & Information Systems, The University of MelbourneAdresă de e-mail confirmată pe unimelb.edu.au
Renata Borovica-GajicSchool of Computing and Information Systems, The University of MelbourneAdresă de e-mail confirmată pe unimelb.edu.au
Neil MarchantSchool of Computing and Information Systems, The University of MelbourneAdresă de e-mail confirmată pe unimelb.edu.au
Jun WangPhD Student, University of MelbourneAdresă de e-mail confirmată pe student.unimelb.edu.au

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Benjamin I. P. Rubinstein

Professor, School of Computing and Information Systems, The University of Melbourne

Adresă de e-mail confirmată pe unimelb.edu.au - Pagina de pornire

Machine Learning Artificial Intelligence Differential Privacy Adversarial Machine Learning


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
Adversarial machine learning L Huang, AD Joseph, B Nelson, BIP Rubinstein, JD Tygar Proceedings of the 4th ACM Workshop on Security and Artificial Intelligence …, 2011	1314	2011
A Bayesian approach to discovering truth from conflicting sources for data integration B Zhao, BIP Rubinstein, J Gemmell, J Han Proceedings of the VLDB Endowment 5 (6), 550-561, 2012	441	2012
ANTIDOTE: Understanding and defending against poisoning of anomaly detectors BIP Rubinstein, B Nelson, L Huang, AD Joseph, S Lau, S Rao, N Taft, ... Proceedings of the 9th ACM SIGCOMM Conference on Internet Measurement …, 2009	425	2009
Exploiting Machine Learning to Subvert Your Spam Filter. B Nelson, M Barreno, FJ Chi, AD Joseph, BIP Rubinstein, U Saini, ... First USENIX Workshop on Large-scale Exploits and Emergent Threats (LEET'08 …, 2008	401	2008
Learning in a large function space: Privacy-preserving mechanisms for SVM learning BIP Rubinstein, PL Bartlett, L Huang, N Taft Journal of Privacy and Confidentiality 4 (1), 65-100, 2012	296	2012
Identifying At-Risk Students in Massive Open Online Courses J He, J Bailey, BIP Rubinstein, R Zhang Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI …, 2015	222	2015
Link prediction by de-anonymization: How we won the kaggle social network challenge A Narayanan, E Shi, BIP Rubinstein The 2011 International Joint Conference on Neural Networks (IJCNN), 1825-1834, 2011	219	2011
PPFA: Privacy preserving fog-enabled aggregation in smart grid L Lyu, K Nandakumar, B Rubinstein, J Jin, J Bedo, M Palaniswami IEEE Transactions on Industrial Informatics 14 (8), 3733-3744, 2018	201	2018
Misleading learners: Co-opting your spam filter B Nelson, M Barreno, FJ Chi, AD Joseph, BIP Rubinstein, U Saini, ... Machine Learning in Cyber Trust, 17-51, 2009	126	2009
Query Strategies for Evading Convex-Inducing Classifiers. B Nelson, BIP Rubinstein, L Huang, AD Joseph, SJ Lee, S Rao, JD Tygar Journal of Machine Learning Research 13 (5), 2012	122	2012
Security evaluation of support vector machines in adversarial environments B Biggio, I Corona, B Nelson, BIP Rubinstein, D Maiorca, G Fumera, ... Support Vector Machines Applications, 105-153, 2014	119	2014
Machine-learning algorithms predict graft failure after liver transplantation L Lau, Y Kankanige, B Rubinstein, R Jones, C Christophi, V Muralidharan, ... Transplantation 101 (4), e125, 2017	117	2017
Robust and private Bayesian inference C Dimitrakakis, B Nelson, A Mitrokotsa, BIP Rubinstein Algorithmic Learning Theory: 25th International Conference, ALT 2014, Bled …, 2014	110	2014
Adaptive bidding for display advertising A Ghosh, BIP Rubinstein, S Vassilvitskii, M Zinkevich Proceedings of the 18th International Conference on World Wide Web, 251-260, 2009	105	2009
A game theoretical approach to defend against co-resident attacks in cloud computing: Preventing co-residence using semi-supervised learning Y Han, T Alpcan, J Chan, C Leckie, BIP Rubinstein IEEE Transactions on information Forensics and Security 11 (3), 556-570, 2015	92	2015
On the differential privacy of Bayesian inference Z Zhang, B Rubinstein, C Dimitrakakis Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI …, 2016	90	2016
Health data in an open world C Culnane, BIP Rubinstein, V Teague arXiv preprint arXiv:1712.05627, 2017	88	2017
Adversarial Machine Learning AD Joseph, B Nelson, BIP Rubinstein, JD Tygar Cambridge University Press, 2019	85	2019
Evolving quantum circuits using genetic programming BIP Rubinstein Proceedings of the 2001 Congress on Evolutionary Computation, 144-151, 2001	85	2001
Presenting actions and providers associated with entities B Rubinstein, AK Chandra, OJ Dabrowski, DJ Gemmell US Patent 9,189,549, 2015	65	2015

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