Mathias Lécuyer

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Roxana GeambasuAssistant Professor of Computer Science, Columbia UniversityVerified email at columbia.edu
Daniel HsuColumbia UniversityVerified email at cs.columbia.edu
Augustin ChaintreauAssociate Professor, Columbia UniversityVerified email at cs.columbia.edu
Riley SpahnColumbia UniversityVerified email at cs.columbia.edu
Vaggelis AtlidakisPostdoctoral Researcher, Brown UniversityVerified email at brown.edu
Suman JanaAssociate Professor of Computer Science, Columbia UniversityVerified email at cs.columbia.edu
Guillaume DucoffeUniversity of Bucharest - Faculty of Mathematics and Informatics, and ICIVerified email at ici.ro
Siddhartha SenMicrosoft Research (NYC)Verified email at microsoft.com
Theofilos PetsiosVerified email at cs.columbia.edu
Jason NiehColumbia UniversityVerified email at cs.columbia.edu
Nicolas ViennotPhD at Columbia UniversityVerified email at cs.columbia.edu
Jonathan BellAssistant Professor, Northeastern UniversityVerified email at northeastern.edu
Amit SharmaSenior Researcher, Microsoft ResearchVerified email at cornell.edu
Aleksandrs SlivkinsMicrosoft Research NYCVerified email at microsoft.com
Tzu-Kuo HuangResearch Scientist, Google BrainVerified email at google.com
Kiran VodrahalliPh.D. student, Columbia UniversityVerified email at columbia.edu
Susan E McGregorData Science Institute, Columbia UniversityVerified email at columbia.edu
Asaf CidonColumbia UniversityVerified email at columbia.edu
Pierre TholoniatColumbia UniversityVerified email at columbia.edu
Mingen PanColumbia UniversityVerified email at columbia.edu

Mathias Lécuyer

University of British Columbia

Verified email at ubc.ca - Homepage

Systems Privacy Security Machine Learning


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Certified robustness to adversarial examples with differential privacy M Lecuyer, V Atlidakis, R Geambasu, D Hsu, S Jana 2019 IEEE Symposium on Security and Privacy (SP), 656-672, 2019	565	2019
{XRay}: Enhancing the {Web’s} Transparency with Differential Correlation M Lécuyer, G Ducoffe, F Lan, A Papancea, T Petsios, R Spahn, ... 23rd USENIX Security Symposium (USENIX Security 14), 49-64, 2014	143	2014
Sunlight: Fine-grained targeting detection at scale with statistical confidence M Lecuyer, R Spahn, Y Spiliopolous, A Chaintreau, R Geambasu, D Hsu Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications …, 2015	72	2015
Synapse: a microservices architecture for heterogeneous-database web applications N Viennot, M Lécuyer, J Bell, R Geambasu, J Nieh Proceedings of the Tenth European Conference on Computer Systems, 1-16, 2015	54	2015
Privacy Accounting and Quality Control in the Sage Differentially Private ML Platform M Lécuyer, R Spahn, K Vodrahalli, R Geambasu, D Hsu Proceedings of the 27th ACM Symposium on Operating Systems Principles (SOSP …, 2019	14	2019
Harvesting randomness to optimize distributed systems M Lecuyer, J Lockerman, L Nelson, S Sen, A Sharma, A Slivkins Proceedings of the 16th ACM Workshop on Hot Topics in Networks, 178-184, 2017	11	2017
Improving the transparency of the sharing economy M Lecuyer, M Tucker, A Chaintreau Proceedings of the 26th International Conference on World Wide Web Companion …, 2017	9	2017
Pyramid: Enhancing Selectivity in Big Data Protection with Count Featurization M Lecuyer, R Spahn, R Geambasu, TK Huang, S Sen	9	2017
Enhancing selectivity in big data M Lecuyer, R Spahn, R Geambasu, TK Huang, S Sen IEEE Security & Privacy 16 (1), 34-42, 2018	8	2018
Practical Privacy Filters and Odometers with Rényi Differential Privacy and Applications to Differentially Private Deep Learning M Lécuyer arXiv preprint arXiv:2103.01379, 2021	5	2021
Web transparency for complex targeting: Algorithms, limits, and tradeoffs G Ducoffe, M Lécuyer, A Chaintreau, R Geambasu Proceedings of the 2015 ACM SIGMETRICS International Conference on …, 2015	4	2015
Privacy Budget Scheduling T Luo, M Pan, P Tholoniat, A Cidon, R Geambasu, M Lécuyer 15th USENIX Symposium on Operating Systems Design and Implementation (OSDI 21), 2021	2	2021
Dispatch: Secure, resilient mobile reporting K Biscuitwala, W Bult, M Lécuyer, TJ Purtell, MKB Ross, A Chaintreau, ... ACM SIGCOMM Computer Communication Review 43 (4), 459-460, 2013	2	2013
Weaving a safe web of news K Kiscuitwala, W Bult, M Lécuyer, TJ Purtell, MKB Ross, A Chaintreau, ... Proceedings of the 22nd International Conference on World Wide Web, 849-852, 2013	2	2013
Sayer: Using Implicit Feedback to Optimize System Policies M Lécuyer, SH Kim, M Nanavati, J Jiang, S Sen, A Slivkins, A Sharma Proceedings of the ACM Symposium on Cloud Computing, 273-288, 2021		2021
Security, Privacy, and Transparency Guarantees for Machine Learning Systems M Lécuyer Columbia University, 2019		2019
Vers une plus grande transparence du Web A Chaintreau, G Ducoffe, R Geambasu, M Lécuyer ALGOTEL 2015—17èmes Rencontres Francophones sur les Aspects Algorithmiques …, 2015		2015

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