Shruti Tople

发表

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

Eyal Kushilevitz, Tal Rabin, Fabrice Benhamouda, 2021, Proc. Priv. Enhancing Technol..

VeriCount: Verifiable Resource Accounting Using Hardware and Software Isolation

Prateek Saxena, Soyeon Park, Shruti Tople, 2018, ACNS.

OblivP2P: An Oblivious Peer-to-Peer Content Sharing System

Prateek Saxena, Shruti Tople, Tarik Moataz, 2016, USENIX Security Symposium.

An Empirical Study on the Intrinsic Privacy of SGD.

Shruti Tople, Stephanie L. Hyland, 2019 .

PRO-ORAM: Constant Latency Read-Only Oblivious RAM

Prateek Saxena, Shruti Tople, Yaoqi Jia, 2018, IACR Cryptol. ePrint Arch..

Analyzing Information Leakage of Updates to Natural Language Models

Marc Brockschmidt, Santiago Zanella Béguelin, Shruti Tople, 2020, CCS.

Faster Secure Arithmetic Computation Using Switchable Homomorphic Encryption

Ee-Chien Chang, Prateek Saxena, Shruti Tople, 2014, IACR Cryptol. ePrint Arch..

A Traceability Analysis of Monero's Blockchain

Prateek Saxena, Shruti Tople, Amrit Kumar, 2017, ESORICS.

To Transfer or Not to Transfer: Misclassification Attacks Against Transfer Learned Text Classifiers pdf

Shruti Tople, Bijeeta Pal, Shruti Tople, 2020, ArXiv.

Robust P2P Primitives Using SGX Enclaves

Zhenkai Liang, Prateek Saxena, Shruti Tople, 2020, 2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS).

PRO-ORAM: Practical Read-Only Oblivious RAM

Prateek Saxena, Shruti Tople, Yaoqi Jia, 2019, RAID.

Panoply: Low-TCB Linux Applications With SGX Enclaves

Shweta Shinde, Prateek Saxena, Shruti Tople, 2017, NDSS.

Collaborative Machine Learning Markets

Sebastian Tschiatschek, Shruti Tople, Olga Ohrimenko, 2020 .

Robust Synchronous P2P Primitives Using SGX Enclaves

Zhenkai Liang, Prateek Saxena, Shruti Tople, 2017, IACR Cryptol. ePrint Arch..

Auror: defending against poisoning attacks in collaborative deep learning systems

Prateek Saxena, Shruti Tople, Shiqi Shen, 2016, ACSAC.

Analyzing Privacy Loss in Updates of Natural Language Models pdf

Marc Brockschmidt, Santiago Zanella Béguelin, Shruti Tople, 2019, ArXiv.

Leakage of Dataset Properties in Multi-Party Machine Learning pdf

Shruti Tople, Olga Ohrimenko, Wanrong Zhang, 2020, USENIX Security Symposium.

Privado: Practical and Secure DNN Inference pdf

Shweta Shinde, Ranjita Bhagwan, Ramachandran Ramjee, 2018, ArXiv.

PRAMOD: A Privacy-Preserving Framework for Supporting Efficient and Secure Database-as-a-Service

Beng Chin Ooi, Hung Dang, Ee-Chien Chang, 2015, IACR Cryptol. ePrint Arch..

Domain Generalization using Causal Matching pdf

Shruti Tople, Amit Sharma, Divyat Mahajan, 2020, ICML.

Replication-Robust Payoff-Allocation with Applications in Machine Learning Marketplaces pdf

Sebastian Tschiatschek, Alex Rogers, Shruti Tople, 2020, ArXiv.

PermuteRam: Optimizing Oblivious Computation for Efficiency

Hung Dang, Ee-Chien Chang, Prateek Saxena, 2017, IACR Cryptol. ePrint Arch..

AUTOCRYPT: enabling homomorphic computation on servers to protect sensitive web content

Shweta Shinde, Prateek Saxena, Shruti Tople, 2013, CCS.

On the Trade-Offs in Oblivious Execution Techniques

Prateek Saxena, Shruti Tople, P. Saxena, 2017, DIMVA.

On the Intrinsic Privacy of Stochastic Gradient Descent pdf

Shruti Tople, Stephanie L. Hyland, Shruti Tople, 2019, ArXiv.

Collaborative Machine Learning Markets with Data-Replication-Robust Payments pdf

Sebastian Tschiatschek, Shruti Tople, Olga Ohrimenko, 2019, ArXiv.

SOTERIA: In Search of Efficient Neural Networks for Private Inference pdf

Reza Shokri, Trevor E. Carlson, Shruti Tople, 2020, ArXiv.

Protecting sensitive web content from client-side vulnerabilities with CRYPTONS

Zhenkai Liang, Prateek Saxena, Shruti Tople, 2013, CCS.

Alleviating Privacy Attacks via Causal Learning

Shruti Tople, Amit Sharma, Aditya Nori, 2020, ICML.

Grey-box Extraction of Natural Language Models

Santiago Zanella Béguelin, Shruti Tople, Andrew Paverd, 2021, ICML.

Causally Constrained Data Synthesis for Private Data Release pdf

Somesh Jha, Shruti Tople, Varun Chandrasekaran, 2021, ArXiv.

The Connection between Out-of-Distribution Generalization and Privacy of ML Models pdf

Shruti Tople, Divyat Mahajan, Amit Sharma, 2021, ArXiv.

EVEE FS : Securing Access to Untrusted Filesystems in Enclaved Execution

Prateek Saxena, Shruti Tople, P. Saxena, 2015 .