Concepedia

Shruti Tople

ST

18

Publications

1.1K

Citations

14

H-Index

2013

Active since

Affiliations

Microsoft Research (United Kingdom)(Current)

National University of Singapore

Technion – Israel Institute of Technology

Princeton University

University of California, Berkeley

Shruti Tople is an author at Microsoft Research (United Kingdom) specializing in engineering, computer science, and data privacy.

Top concepts

EngineeringComputer ScienceData PrivacyData SecurityMachine LearningInformation SecurityAdversarial Machine LearningCryptographyData ScienceDeep Learning

Publications per year

2013–2023

18

Publications

18

A <scp>uror</scp>

Shiqi Shen, Shruti Tople, Prateek Saxena · 2016 · 219 citations

Hardware Security, Collaborative Setting, Machine Learning +13

Falcon: Honest-Majority Maliciously Secure Framework for Private Deep Learning

Sameer Wagh, Shruti Tople, Fabrice Benhamouda et al. · SHILAP Revista de lepidopterología · 2021 · 210 citations · Full text

Panoply: Low-TCB Linux Applications with SGX Enclaves

Shweta Shinde, Dat Le Tien, Shruti Tople et al. · 2017 · 184 citations

Analyzing Leakage of Personally Identifiable Information in Language Models

Nils Lukas, Ahmed Salem, Robert B. Sim et al. · 2023 · 106 citations

Analyzing Information Leakage of Updates to Natural Language Models

Santiago Zanella-Béguelin, Lukas Wutschitz, Shruti Tople et al. · 2020 · 88 citations · Full text

Engineering, Machine Learning, Information Leakage +22

Rows per page

1–5 of 18