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Certified Robustness to Adversarial Examples with Differential Privacy
- Mathias Lécuyer, Vaggelis Atlidakis, Roxana Geambasu, Daniel J. Hsu, S. Jana
- Computer ScienceIEEE Symposium on Security and Privacy (SP)
- 9 February 2018
TLDR
Sunlight: Fine-grained Targeting Detection at Scale with Statistical Confidence
- Mathias Lécuyer, Riley Spahn, Yannis Spiliopolous, A. Chaintreau, Roxana Geambasu, Daniel J. Hsu
- Computer ScienceCCS
- 12 October 2015
TLDR
XRay: Enhancing the Web's Transparency with Differential Correlation
- Mathias Lécuyer, G. Ducoffe, Roxana Geambasu
- Computer ScienceUSENIX Security Symposium
- 8 July 2014
TLDR
Pyramid: Enhancing Selectivity in Big Data Protection with Count Featurization
- Mathias Lécuyer, Riley Spahn, Roxana Geambasu, Tzu-Kuo Huang, S. Sen
- Computer ScienceIEEE Symposium on Security and Privacy (SP)
- 21 May 2017
Protecting vast quantities of data poses a daunting challenge for the growing number of organizations that collect, stockpile, and monetize it. The ability to distinguish data that is actually needed…
Synapse: a microservices architecture for heterogeneous-database web applications
- N. Viennot, Mathias Lécuyer, Jonathan Bell, Roxana Geambasu, Jason Nieh
- Computer ScienceEuroSys
- 17 April 2015
TLDR
Harvesting Randomness to Optimize Distributed Systems
- Mathias Lécuyer, Joshua Lockerman, Lamont Nelson, S. Sen, Amit Sharma, Aleksandrs Slivkins
- Computer ScienceHotNets
- 30 November 2017
TLDR
On the Connection between Differential Privacy and Adversarial Robustness in Machine Learning
- Mathias Lécuyer, Vaggelis Atlidakis, Roxana Geambasu, Daniel J. Hsu, S. Jana
- Computer ScienceArXiv
- 9 February 2018
TLDR
Privacy Accounting and Quality Control in the Sage Differentially Private ML Platform
- Mathias Lécuyer, Riley Spahn, Kiran Vodrahalli, Roxana Geambasu, Daniel J. Hsu
- Computer ScienceACM SIGOPS Oper. Syst. Rev.
- 25 July 2019
TLDR
Improving the Transparency of the Sharing Economy
- Mathias Lécuyer, M. Tucker, A. Chaintreau
- EconomicsWWW
- 3 April 2017
TLDR
Enhancing Selectivity in Big Data
- Mathias Lécuyer, Riley Spahn, Roxana Geambasu, Tzu-Kuo Huang, S. Sen
- Computer Science, BusinessIEEE Security & Privacy
- 2018
TLDR
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