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2020 – today
- 2021
[j1]Sameer Wagh, Shruti Tople, Fabrice Benhamouda, Eyal Kushilevitz, Prateek Mittal, Tal Rabin:
Falcon: Honest-Majority Maliciously Secure Framework for Private Deep Learning. Proc. Priv. Enhancing Technol. 2021(1): 188-208 (2021)- 2020
- [c11]Santiago Zanella Béguelin, Lukas Wutschitz, Shruti Tople, Victor Rühle, Andrew Paverd, Olga Ohrimenko, Boris Köpf, Marc Brockschmidt:
Analyzing Information Leakage of Updates to Natural Language Models. CCS 2020: 363-375 - [c10]Shruti Tople, Amit Sharma, Aditya Nori:
Alleviating Privacy Attacks via Causal Learning. ICML 2020: 9537-9547 - [i16]Bijeeta Pal, Shruti Tople:
To Transfer or Not to Transfer: Misclassification Attacks Against Transfer Learned Text Classifiers. CoRR abs/2001.02438 (2020) - [i15]Sameer Wagh, Shruti Tople, Fabrice Benhamouda, Eyal Kushilevitz, Prateek Mittal, Tal Rabin:
FALCON: Honest-Majority Maliciously Secure Framework for Private Deep Learning. CoRR abs/2004.02229 (2020) - [i14]Wanrong Zhang, Shruti Tople, Olga Ohrimenko:
Dataset-Level Attribute Leakage in Collaborative Learning. CoRR abs/2006.07267 (2020) - [i13]Divyat Mahajan, Shruti Tople, Amit Sharma:
Domain Generalization using Causal Matching. CoRR abs/2006.07500 (2020) - [i12]Dongge Han, Shruti Tople, Alex Rogers, Michael J. Wooldridge, Olga Ohrimenko, Sebastian Tschiatschek:
Replication-Robust Payoff-Allocation with Applications in Machine Learning Marketplaces. CoRR abs/2006.14583 (2020) - [i11]Anshul Aggarwal, Trevor E. Carlson, Reza Shokri, Shruti Tople:
SOTERIA: In Search of Efficient Neural Networks for Private Inference. CoRR abs/2007.12934 (2020)
2010 – 2019
- 2019
- [c9]Shruti Tople, Yaoqi Jia, Prateek Saxena:
PRO-ORAM: Practical Read-Only Oblivious RAM. RAID 2019: 197-211 - [i10]Shruti Tople, Amit Sharma, Aditya Nori:
Alleviating Privacy Attacks via Causal Learning. CoRR abs/1909.12732 (2019) - [i9]Olga Ohrimenko, Shruti Tople, Sebastian Tschiatschek:
Collaborative Machine Learning Markets with Data-Replication-Robust Payments. CoRR abs/1911.09052 (2019) - [i8]Stephanie L. Hyland, Shruti Tople:
On the Intrinsic Privacy of Stochastic Gradient Descent. CoRR abs/1912.02919 (2019) - [i7]Shruti Tople, Marc Brockschmidt, Boris Köpf, Olga Ohrimenko, Santiago Zanella Béguelin:
Analyzing Privacy Loss in Updates of Natural Language Models. CoRR abs/1912.07942 (2019) - 2018
- [c8]Shruti Tople, Soyeon Park, Min Suk Kang, Prateek Saxena:
VeriCount: Verifiable Resource Accounting Using Hardware and Software Isolation. ACNS 2018: 657-677 - [i6]Shruti Tople, Karan Grover, Shweta Shinde, Ranjita Bhagwan, Ramachandran Ramjee:
Privado: Practical and Secure DNN Inference. CoRR abs/1810.00602 (2018) - [i5]Shruti Tople, Yaoqi Jia, Prateek Saxena:
PRO-ORAM: Constant Latency Read-Only Oblivious RAM. IACR Cryptol. ePrint Arch. 2018: 220 (2018) - 2017
- [c7]Shruti Tople, Prateek Saxena:
On the Trade-Offs in Oblivious Execution Techniques. DIMVA 2017: 25-47 - [c6]Amrit Kumar, Clément Fischer, Shruti Tople, Prateek Saxena:
A Traceability Analysis of Monero's Blockchain. ESORICS (2) 2017: 153-173 - [c5]Shweta Shinde, Dat Le Tien, Shruti Tople, Prateek Saxena:
Panoply: Low-TCB Linux Applications With SGX Enclaves. NDSS 2017 - [i4]Yaoqi Jia, Shruti Tople, Tarik Moataz, Deli Gong, Prateek Saxena, Zhenkai Liang:
Robust Synchronous P2P Primitives Using SGX Enclaves. IACR Cryptol. ePrint Arch. 2017: 180 (2017) - [i3]Amrit Kumar, Clément Fischer, Shruti Tople, Prateek Saxena:
A Traceability Analysis of Monero's Blockchain. IACR Cryptol. ePrint Arch. 2017: 338 (2017) - [i2]Shruti Tople, Hung Dang, Prateek Saxena, Ee-Chien Chang:
PermuteRam: Optimizing Oblivious Computation for Efficiency. IACR Cryptol. ePrint Arch. 2017: 885 (2017) - 2016
- [c4]Shiqi Shen, Shruti Tople, Prateek Saxena:
Auror: defending against poisoning attacks in collaborative deep learning systems. ACSAC 2016: 508-519 - [c3]Yaoqi Jia, Tarik Moataz, Shruti Tople, Prateek Saxena:
OblivP2P: An Oblivious Peer-to-Peer Content Sharing System. USENIX Security Symposium 2016: 945-962 - 2014
- [i1]Hoon Wei Lim, Shruti Tople, Prateek Saxena, Ee-Chien Chang:
Faster Secure Arithmetic Computation Using Switchable Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2014: 539 (2014) - 2013
- [c2]Shruti Tople, Shweta Shinde, Zhaofeng Chen, Prateek Saxena:
AUTOCRYPT: enabling homomorphic computation on servers to protect sensitive web content. CCS 2013: 1297-1310 - [c1]Xinshu Dong, Zhaofeng Chen, Hossein Siadati
, Shruti Tople, Prateek Saxena, Zhenkai Liang:
Protecting sensitive web content from client-side vulnerabilities with CRYPTONS. CCS 2013: 1311-1324
Coauthor Index
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