Sotabase

Career

· Associate Professor, Northeastern University2021–
· Assistant Professor, Northeastern University2015–2021
· Postdoctoral Research Scientist, Columbia University2014–2015
· PhD in Computer Science, Harvard University2013–
· Postdoctoral Researcher, Harvard University2013–2014
· Bachelor of Science and Engineering in Computer Science, Princeton University2008–

Publications (90)

Distributed Differential Privacy via Shuffling
IACR Cryptology ePrint Archive · 2018
393
cited
Auditing Differentially Private Machine Learning: How Private is Private SGD?
Neural Information Processing Systems · 2020
304
cited
Exposed! A Survey of Attacks on Private Data
Annual Review of Statistics and Its Application · 2017
296
cited
Algorithmic stability for adaptive data analysis
Symposium on the Theory of Computing · 2015
287
cited
Fingerprinting codes and the price of approximate differential privacy
Symposium on the Theory of Computing · 2013
221
cited
Iterative Constructions and Private Data Release
Theory of Cryptography Conference · 2011
218
cited
Mechanism design in large games: incentives and privacy
Information Technology Convergence and Services · 2012
187
cited
Robust Traceability from Trace Amounts
IEEE Annual Symposium on Foundations of Computer Science · 2015
181
cited
Between Pure and Approximate Differential Privacy
Journal of Privacy and Confidentiality · 2015
170
cited
Differentially Private Fair Learning
International Conference on Machine Learning · 2018
165
cited
Privately Learning High-Dimensional Distributions
Annual Conference Computational Learning Theory · 2018
163
cited
Privately releasing conjunctions and the statistical query barrier
SIAM journal on computing (Print) · 2010
149
cited
Preventing False Discovery in Interactive Data Analysis Is Hard
IEEE Annual Symposium on Foundations of Computer Science · 2014
136
cited
CoinPress: Practical Private Mean and Covariance Estimation
Neural Information Processing Systems · 2020
126
cited
Privacy Odometers and Filters: Pay-as-you-Go Composition
Neural Information Processing Systems · 2016
121
cited
The price of privately releasing contingency tables and the spectra of random matrices with correlated rows
Symposium on the Theory of Computing · 2010
119
cited
Manipulation Attacks in Local Differential Privacy
IEEE Symposium on Security and Privacy · 2019
115
cited
Interactive fingerprinting codes and the hardness of preventing false discovery
Information Theory and Applications Workshop · 2014
113
cited
Private Mean Estimation of Heavy-Tailed Distributions
Annual Conference Computational Learning Theory · 2020
108
cited
PCPs and the Hardness of Generating Private Synthetic Data
Theory of Cryptography Conference · 2011
104
cited
Sotabase