Sotabase

Career

· Research Scientist, Google2019–
· Assistant Professor, Yale University2016–2018
· Research Scientist, SRI International2013–2015
· Postdoctoral Researcher, IBM Research Watson2012–2013
· PhD in Computer Science, Columbia University2006–2012
· Research Assistant, Columbia University2006–2012

Publications (98)

Advances and Open Problems in Federated Learning
Found. Trends Mach. Learn. · 2019
7,730
cited
Candidate Indistinguishability Obfuscation and Functional Encryption for all Circuits
IEEE Annual Symposium on Foundations of Computer Science · 2013
1,314
cited
Pinocchio: Nearly Practical Verifiable Computation
IEEE Symposium on Security and Privacy · 2013
1,196
cited
RapidChain: Scaling Blockchain via Full Sharding
Conference on Computer and Communications Security · 2018
1,043
cited
Quadratic Span Programs and Succinct NIZKs without PCPs
IACR Cryptology ePrint Archive · 2013
888
cited
Secure Single-Server Aggregation with (Poly)Logarithmic Overhead
IACR Cryptology ePrint Archive · 2020
519
cited
How to Delegate and Verify in Public: Verifiable Computation from Attribute-based Encryption
IACR Cryptology ePrint Archive · 2012
378
cited
Semantically Secure Order-Revealing Encryption: Multi-input Functional Encryption Without Obfuscation
International Conference on the Theory and Application of Cryptographic Techniques · 2015
228
cited
Privacy-Preserving Distributed Linear Regression on High-Dimensional Data
Proceedings on Privacy Enhancing Technologies · 2017
222
cited
Outsourcing Multi-Party Computation
IACR Cryptology ePrint Archive · 2011
215
cited
Efficient robust private set intersection
International Journal of Applied Cryptography · 2009
211
cited
Optimizing ORAM and Using It Efficiently for Secure Computation
International Symposium on Privacy Enhancing Technologies · 2013
206
cited
Secure two-party computation in sublinear (amortized) time
Conference on Computer and Communications Security · 2012
195
cited
Two-Round Secure MPC from Indistinguishability Obfuscation
Theory of Cryptography Conference · 2014
170
cited
Scaling Private Set Intersection to Billion-Element Sets
Financial Cryptography · 2014
162
cited
On Deploying Secure Computing: Private Intersection-Sum-with-Cardinality
European Symposium on Security and Privacy · 2020
158
cited
Zeroizing Without Low-Level Zeroes: New MMAP Attacks and their Limitations
Annual International Cryptology Conference · 2015
156
cited
Garbled RAM Revisited
International Conference on the Theory and Application of Cryptographic Techniques · 2014
128
cited
Multi-input Inner-Product Functional Encryption from Pairings
International Conference on the Theory and Application of Cryptographic Techniques · 2017
127
cited
Distributed Vector-OLE: Improved Constructions and Implementation
IACR Cryptology ePrint Archive · 2019
125
cited
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Mariana Raykova | Researcher Profile | Sotabase | Sotabase