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Pythia: Grammar-Based Fuzzing of REST APIs with Coverage-guided Feedback and Learning-based Mutations

May 23, 2020
Vaggelis Atlidakis, Roxana Geambasu, Patrice Godefroid, Marina Polishchuk, Baishakhi Ray

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Privacy Accounting and Quality Control in the Sage Differentially Private ML Platform

Sep 06, 2019
Mathias Lecuyer, Riley Spahn, Kiran Vodrahalli, Roxana Geambasu, Daniel Hsu

* Extended version of a paper presented at the 27th ACM Symposium on Operating Systems Principles (SOSP '19) 

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Certified Robustness to Adversarial Examples with Differential Privacy

Oct 07, 2018
Mathias Lecuyer, Vaggelis Atlidakis, Roxana Geambasu, Daniel Hsu, Suman Jana

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