Benjamin I. P. Rubinstein

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Citazioni	4126	3077
Indice H	31	24
i10-index	50	44

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Coautori

Anthony D. JosephUniversity of California BerkeleyEmail verificata su eecs.berkeley.edu
Ling HuangAHI FintechEmail verificata su cs.berkeley.edu
Peter BartlettProfessor, EECS and Statistics, UC BerkeleyEmail verificata su cs.berkeley.edu
Nina TaftSenior Research Scientist, GoogleEmail verificata su google.com
Christos DimitrakakisProfessor, University of OsloEmail verificata su a3.epfl.ch
Satish B RaoEmail verificata su berkeley.edu
James BaileyProfessor, School of Computing and Information Systems, University of MelbourneEmail verificata su unimelb.edu.au
Joachim Hyam RubinsteinMelbourne UniversityEmail verificata su unimelb.edu.au
Aikaterini (Katerina) MitrokotsaProfessor, Chalmers University of TechnologyEmail verificata su chalmers.se
Rui Zhang (ORCID 0000-0002-8132-6...Email verificata su unimelb.edu.au
Jiazhen HeAstraZenecaEmail verificata su astrazeneca.com
Vanessa TeagueThinking Cybersecurity and The Australian National UniversityEmail verificata su anu.edu.au
Tansu AlpcanProfessor, Dept. of EEE, the University of MelbourneEmail verificata su unimelb.edu.au
Christopher LeckieProfessor, Computing and Information Systems, The University of MelbourneEmail verificata su unimelb.edu.au
Zuhe ZhangSchool of Computing & Information Systems, The University of MelbourneEmail verificata su unimelb.edu.au
Yi HanResearch Fellow, Computing and Information Systems, University of MelbourneEmail verificata su unimelb.edu.au
Chris CulnaneUniversity of Melbourne (School of Computing and Information Systems)Email verificata su unimelb.edu.au
Bo ZhaoPinterestEmail verificata su pinterest.com
Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisEmail verificata su cs.uiuc.edu
Dawn SongProfessor of Computer Science, UC BerkeleyEmail verificata su cs.berkeley.edu

Benjamin I. P. Rubinstein

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

Email verificata su unimelb.edu.au - Home page

Machine Learning Artificial Intelligence Differential Privacy Adversarial Machine Learning Record Linkage


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
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	844	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	372	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	301	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	248	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	233	2012
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	193	2011
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	149	2015
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	102	2012
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	99	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	96	2009
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	90	2009
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	87	2014
Robust and private Bayesian inference C Dimitrakakis, B Nelson, A Mitrokotsa, BIP Rubinstein International Conference on Algorithmic Learning Theory, 291-305, 2014	86	2014
Evolving quantum circuits using genetic programming BIP Rubinstein Proceedings of the 2001 Congress on Evolutionary Computation, 144-151, 2001	78	2001
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	65	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	61	2016
Stealthy poisoning attacks on PCA-based anomaly detectors BIP Rubinstein, B Nelson, L Huang, AD Joseph, S Lau, S Rao, N Taft, ... ACM SIGMETRICS Performance Evaluation Review 37 (2), 73-74, 2009	52	2009
Near-Optimal Evasion of Convex-Inducing Classifiers. B Nelson, BIP Rubinstein, L Huang, AD Joseph, S Lau, SJ Lee, S Rao, ... Proceedings of the Thirteenth International Conference on Artificial …, 2010	51	2010
Open problems in the security of learning M Barreno, PL Bartlett, FJ Chi, AD Joseph, B Nelson, BIP Rubinstein, ... Proceedings of the 1st ACM Workshop on Artificial Intelligence & Security …, 2008	50	2008
Presenting actions and providers associated with entities B Rubinstein, AK Chandra, OJ Dabrowski, DJ Gemmell US Patent 9,189,549, 2015	49	2015

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