Sotabase

Career

· Applied Science Intern, Amazon Web Services (AWS)2025–2025
· Graduate Student Instructor, UC Berkeley Electrical Engineering & Computer Sciences (EECS)2025–
· Software Engineer Intern (SIML), Apple2024–2024
· Doctor of Philosophy - PhD, 4.0/4.0, University of California, Berkeley2021–2026
· Research Fellow (MSR), Microsoft2018–2020
· Research Intern, Saitama University (埼玉大学)2017–2017
· Research Intern, Tokyo Institute of Technology2017–2017
· Research Intern, Saitama University (埼玉大学)2016–2017

Publications (11)

CrypTFlow2: Practical 2-Party Secure Inference
IACR Cryptology ePrint Archive · 2020
400
cited
CrypTFlow: Secure TensorFlow Inference
IEEE Symposium on Security and Privacy · 2019
268
cited
SiRnn: A Math Library for Secure RNN Inference
IEEE Symposium on Security and Privacy · 2021
142
cited
ELSA: Secure Aggregation for Federated Learning with Malicious Actors
IEEE Symposium on Security and Privacy · 2023
126
cited
Waldo: A Private Time-Series Database from Function Secret Sharing
IEEE Symposium on Security and Privacy · 2022
88
cited
Secure Medical Image Analysis with CrypTFlow
arXiv.org · 2020
13
cited
Private Analytics via Streaming, Sketching, and Silently Verifiable Proofs
IEEE Symposium on Security and Privacy · 2024
8
cited
Checking laws of the blockchain with property-based testing
2018
Efficient private database queries using ring-LWE somewhat homomorphic encryption
2019
Function Secret Sharing for Mixed-Mode and Fixed-Point Secure Computation
2020
Verifiable PIR with Small Client Storage
2025
Sotabase
Mayank Rathee | Researcher Profile | Sotabase | Sotabase