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ORCIDBibTeX records: Shruti Tople
@article{DBLP:journals/corr/abs-2402-14397,
author = {Giovanni Cherubin and
Boris K{\"{o}}pf and
Andrew Paverd and
Shruti Tople and
Lukas Wutschitz and
Santiago Zanella B{\'{e}}guelin},
title = {Closed-Form Bounds for {DP-SGD} against Record-level Inference},
journal = {CoRR},
volume = {abs/2402.14397},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14397},
doi = {10.48550/ARXIV.2402.14397},
eprinttype = {arXiv},
eprint = {2402.14397},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeguelinWTSRPNK23,
author = {Santiago Zanella B{\'{e}}guelin and
Lukas Wutschitz and
Shruti Tople and
Ahmed Salem and
Victor R{\"{u}}hle and
Andrew Paverd and
Mohammad Naseri and
Boris K{\"{o}}pf and
Daniel Jones},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Bayesian Estimation of Differential Privacy},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {40624--40636},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/zanella-beguelin23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/BeguelinWTSRPNK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/SalemCEKPSTB23,
author = {Ahmed Salem and
Giovanni Cherubin and
David Evans and
Boris K{\"{o}}pf and
Andrew Paverd and
Anshuman Suri and
Shruti Tople and
Santiago Zanella B{\'{e}}guelin},
title = {SoK: Let the Privacy Games Begin! {A} Unified Treatment of Data Inference
Privacy in Machine Learning},
booktitle = {44th {IEEE} Symposium on Security and Privacy, {SP} 2023, San Francisco,
CA, USA, May 21-25, 2023},
pages = {327--345},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SP46215.2023.10179281},
doi = {10.1109/SP46215.2023.10179281},
timestamp = {Thu, 27 Jul 2023 08:17:10 +0200},
biburl = {https://dblp.org/rec/conf/sp/SalemCEKPSTB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/LukasSSTWB23,
author = {Nils Lukas and
Ahmed Salem and
Robert Sim and
Shruti Tople and
Lukas Wutschitz and
Santiago Zanella B{\'{e}}guelin},
title = {Analyzing Leakage of Personally Identifiable Information in Language
Models},
booktitle = {44th {IEEE} Symposium on Security and Privacy, {SP} 2023, San Francisco,
CA, USA, May 21-25, 2023},
pages = {346--363},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SP46215.2023.10179300},
doi = {10.1109/SP46215.2023.10179300},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sp/LukasSSTWB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00539,
author = {Nils Lukas and
Ahmed Salem and
Robert Sim and
Shruti Tople and
Lukas Wutschitz and
Santiago Zanella B{\'{e}}guelin},
title = {Analyzing Leakage of Personally Identifiable Information in Language
Models},
journal = {CoRR},
volume = {abs/2302.00539},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00539},
doi = {10.48550/ARXIV.2302.00539},
eprinttype = {arXiv},
eprint = {2302.00539},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01190,
author = {Marlon Tobaben and
Aliaksandra Shysheya and
John Bronskill and
Andrew Paverd and
Shruti Tople and
Santiago Zanella B{\'{e}}guelin and
Richard E. Turner and
Antti Honkela},
title = {On the Efficacy of Differentially Private Few-shot Image Classification},
journal = {CoRR},
volume = {abs/2302.01190},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01190},
doi = {10.48550/ARXIV.2302.01190},
eprinttype = {arXiv},
eprint = {2302.01190},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05093,
author = {Ana{-}Maria Cretu and
Daniel Jones and
Yves{-}Alexandre de Montjoye and
Shruti Tople},
title = {Re-aligning Shadow Models can Improve White-box Membership Inference
Attacks},
journal = {CoRR},
volume = {abs/2306.05093},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05093},
doi = {10.48550/ARXIV.2306.05093},
eprinttype = {arXiv},
eprint = {2306.05093},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08015,
author = {Jihye Choi and
Shruti Tople and
Varun Chandrasekaran and
Somesh Jha},
title = {Why Train More? Effective and Efficient Membership Inference via Memorization},
journal = {CoRR},
volume = {abs/2310.08015},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08015},
doi = {10.48550/ARXIV.2310.08015},
eprinttype = {arXiv},
eprint = {2310.08015},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18362,
author = {Valentin Hartmann and
Anshuman Suri and
Vincent Bindschaedler and
David Evans and
Shruti Tople and
Robert West},
title = {SoK: Memorization in General-Purpose Large Language Models},
journal = {CoRR},
volume = {abs/2310.18362},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18362},
doi = {10.48550/ARXIV.2310.18362},
eprinttype = {arXiv},
eprint = {2310.18362},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-15792,
author = {Lukas Wutschitz and
Boris K{\"{o}}pf and
Andrew Paverd and
Saravan Rajmohan and
Ahmed Salem and
Shruti Tople and
Santiago Zanella B{\'{e}}guelin and
Menglin Xia and
Victor R{\"{u}}hle},
title = {Rethinking Privacy in Machine Learning Pipelines from an Information
Flow Control Perspective},
journal = {CoRR},
volume = {abs/2311.15792},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.15792},
doi = {10.48550/ARXIV.2311.15792},
eprinttype = {arXiv},
eprint = {2311.15792},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-15792.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/XuMLTDF22,
author = {Yixi Xu and
Sumit Mukherjee and
Xiyang Liu and
Shruti Tople and
Rahul Dodhia and
Juan M. Lavista Ferres},
title = {Mace: {A} flexible framework for membership privacy estimation in
generative models},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=Zxm0kNe3u7},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/XuMLTDF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BalutaSHTS22,
author = {Teodora Baluta and
Shiqi Shen and
S. Hitarth and
Shruti Tople and
Prateek Saxena},
editor = {Heng Yin and
Angelos Stavrou and
Cas Cremers and
Elaine Shi},
title = {Membership Inference Attacks and Generalization: {A} Causal Perspective},
booktitle = {Proceedings of the 2022 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2022, Los Angeles, CA, USA, November
7-11, 2022},
pages = {249--262},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3548606.3560694},
doi = {10.1145/3548606.3560694},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/BalutaSHTS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05199,
author = {Santiago Zanella B{\'{e}}guelin and
Lukas Wutschitz and
Shruti Tople and
Ahmed Salem and
Victor R{\"{u}}hle and
Andrew Paverd and
Mohammad Naseri and
Boris K{\"{o}}pf and
Daniel Jones},
title = {Bayesian Estimation of Differential Privacy},
journal = {CoRR},
volume = {abs/2206.05199},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05199},
doi = {10.48550/ARXIV.2206.05199},
eprinttype = {arXiv},
eprint = {2206.05199},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05199.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08541,
author = {Valentin Hartmann and
L{\'{e}}o Meynent and
Maxime Peyrard and
Dimitrios Dimitriadis and
Shruti Tople and
Robert West},
title = {Distribution inference risks: Identifying and mitigating sources of
leakage},
journal = {CoRR},
volume = {abs/2209.08541},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08541},
doi = {10.48550/ARXIV.2209.08541},
eprinttype = {arXiv},
eprint = {2209.08541},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08615,
author = {Teodora Baluta and
Shiqi Shen and
S. Hitarth and
Shruti Tople and
Prateek Saxena},
title = {Membership Inference Attacks and Generalization: {A} Causal Perspective},
journal = {CoRR},
volume = {abs/2209.08615},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08615},
doi = {10.48550/ARXIV.2209.08615},
eprinttype = {arXiv},
eprint = {2209.08615},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01834,
author = {Xiaoyang Wang and
Dimitrios Dimitriadis and
Sanmi Koyejo and
Shruti Tople},
title = {Invariant Aggregator for Defending Federated Backdoor Attacks},
journal = {CoRR},
volume = {abs/2210.01834},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01834},
doi = {10.48550/ARXIV.2210.01834},
eprinttype = {arXiv},
eprint = {2210.01834},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01834.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10986,
author = {Ahmed Salem and
Giovanni Cherubin and
David Evans and
Boris K{\"{o}}pf and
Andrew Paverd and
Anshuman Suri and
Shruti Tople and
Santiago Zanella B{\'{e}}guelin},
title = {SoK: Let The Privacy Games Begin! {A} Unified Treatment of Data Inference
Privacy in Machine Learning},
journal = {CoRR},
volume = {abs/2212.10986},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10986},
doi = {10.48550/ARXIV.2212.10986},
eprinttype = {arXiv},
eprint = {2212.10986},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10986.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/popets/WaghTBKMR21,
author = {Sameer Wagh and
Shruti Tople and
Fabrice Benhamouda and
Eyal Kushilevitz and
Prateek Mittal and
Tal Rabin},
title = {Falcon: Honest-Majority Maliciously Secure Framework for Private Deep
Learning},
journal = {Proc. Priv. Enhancing Technol.},
volume = {2021},
number = {1},
pages = {188--208},
year = {2021},
url = {https://doi.org/10.2478/popets-2021-0011},
doi = {10.2478/POPETS-2021-0011},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/popets/WaghTBKMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MahajanTS21,
author = {Divyat Mahajan and
Shruti Tople and
Amit Sharma},
editor = {Marina Meila and
Tong Zhang},
title = {Domain Generalization using Causal Matching},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7313--7324},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mahajan21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MahajanTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeguelinTPK21,
author = {Santiago Zanella B{\'{e}}guelin and
Shruti Tople and
Andrew Paverd and
Boris K{\"{o}}pf},
editor = {Marina Meila and
Tong Zhang},
title = {Grey-box Extraction of Natural Language Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {12278--12286},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/zanella-beguelin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BeguelinTPK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/0001TO21,
author = {Wanrong Zhang and
Shruti Tople and
Olga Ohrimenko},
editor = {Michael D. Bailey and
Rachel Greenstadt},
title = {Leakage of Dataset Properties in Multi-Party Machine Learning},
booktitle = {30th {USENIX} Security Symposium, {USENIX} Security 2021, August 11-13,
2021},
pages = {2687--2704},
publisher = {{USENIX} Association},
year = {2021},
url = {https://www.usenix.org/conference/usenixsecurity21/presentation/zhang-wanrong},
timestamp = {Mon, 20 Nov 2023 08:57:49 +0100},
biburl = {https://dblp.org/rec/conf/uss/0001TO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-13144,
author = {Varun Chandrasekaran and
Darren Edge and
Somesh Jha and
Amit Sharma and
Cheng Zhang and
Shruti Tople},
title = {Causally Constrained Data Synthesis for Private Data Release},
journal = {CoRR},
volume = {abs/2105.13144},
year = {2021},
url = {https://arxiv.org/abs/2105.13144},
eprinttype = {arXiv},
eprint = {2105.13144},
timestamp = {Tue, 03 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-13144.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03369,
author = {Divyat Mahajan and
Shruti Tople and
Amit Sharma},
title = {The Connection between Out-of-Distribution Generalization and Privacy
of {ML} Models},
journal = {CoRR},
volume = {abs/2110.03369},
year = {2021},
url = {https://arxiv.org/abs/2110.03369},
eprinttype = {arXiv},
eprint = {2110.03369},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BeguelinWTRPOKB20,
author = {Santiago Zanella B{\'{e}}guelin and
Lukas Wutschitz and
Shruti Tople and
Victor R{\"{u}}hle and
Andrew Paverd and
Olga Ohrimenko and
Boris K{\"{o}}pf and
Marc Brockschmidt},
editor = {Jay Ligatti and
Xinming Ou and
Jonathan Katz and
Giovanni Vigna},
title = {Analyzing Information Leakage of Updates to Natural Language Models},
booktitle = {{CCS} '20: 2020 {ACM} {SIGSAC} Conference on Computer and Communications
Security, Virtual Event, USA, November 9-13, 2020},
pages = {363--375},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3372297.3417880},
doi = {10.1145/3372297.3417880},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/BeguelinWTRPOKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/JiaTMGSL20,
author = {Yaoqi Jia and
Shruti Tople and
Tarik Moataz and
Deli Gong and
Prateek Saxena and
Zhenkai Liang},
title = {Robust {P2P} Primitives Using {SGX} Enclaves},
booktitle = {40th {IEEE} International Conference on Distributed Computing Systems,
{ICDCS} 2020, Singapore, November 29 - December 1, 2020},
pages = {1185--1186},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDCS47774.2020.00134},
doi = {10.1109/ICDCS47774.2020.00134},
timestamp = {Tue, 02 Mar 2021 12:16:24 +0100},
biburl = {https://dblp.org/rec/conf/icdcs/JiaTMGSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TopleSN20,
author = {Shruti Tople and
Amit Sharma and
Aditya Nori},
title = {Alleviating Privacy Attacks via Causal Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9537--9547},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tople20a.html},
timestamp = {Tue, 03 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TopleSN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/raid/JiaTMGSL20,
author = {Yaoqi Jia and
Shruti Tople and
Tarik Moataz and
Deli Gong and
Prateek Saxena and
Zhenkai Liang},
editor = {Manuel Egele and
Leyla Bilge},
title = {Robust {P2P} Primitives Using {SGX} Enclaves},
booktitle = {23rd International Symposium on Research in Attacks, Intrusions and
Defenses, {RAID} 2020, San Sebastian, Spain, October 14-15, 2020},
pages = {209--224},
publisher = {{USENIX} Association},
year = {2020},
url = {https://www.usenix.org/conference/raid2020/presentation/jia},
timestamp = {Thu, 17 Jun 2021 16:04:48 +0200},
biburl = {https://dblp.org/rec/conf/raid/JiaTMGSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-02438,
author = {Bijeeta Pal and
Shruti Tople},
title = {To Transfer or Not to Transfer: Misclassification Attacks Against
Transfer Learned Text Classifiers},
journal = {CoRR},
volume = {abs/2001.02438},
year = {2020},
url = {http://arxiv.org/abs/2001.02438},
eprinttype = {arXiv},
eprint = {2001.02438},
timestamp = {Mon, 13 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-02438.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-02229,
author = {Sameer Wagh and
Shruti Tople and
Fabrice Benhamouda and
Eyal Kushilevitz and
Prateek Mittal and
Tal Rabin},
title = {{FALCON:} Honest-Majority Maliciously Secure Framework for Private
Deep Learning},
journal = {CoRR},
volume = {abs/2004.02229},
year = {2020},
url = {https://arxiv.org/abs/2004.02229},
eprinttype = {arXiv},
eprint = {2004.02229},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-02229.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07267,
author = {Wanrong Zhang and
Shruti Tople and
Olga Ohrimenko},
title = {Dataset-Level Attribute Leakage in Collaborative Learning},
journal = {CoRR},
volume = {abs/2006.07267},
year = {2020},
url = {https://arxiv.org/abs/2006.07267},
eprinttype = {arXiv},
eprint = {2006.07267},
timestamp = {Wed, 28 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07267.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07500,
author = {Divyat Mahajan and
Shruti Tople and
Amit Sharma},
title = {Domain Generalization using Causal Matching},
journal = {CoRR},
volume = {abs/2006.07500},
year = {2020},
url = {https://arxiv.org/abs/2006.07500},
eprinttype = {arXiv},
eprint = {2006.07500},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14583,
author = {Dongge Han and
Shruti Tople and
Alex Rogers and
Michael J. Wooldridge and
Olga Ohrimenko and
Sebastian Tschiatschek},
title = {Replication-Robust Payoff-Allocation with Applications in Machine
Learning Marketplaces},
journal = {CoRR},
volume = {abs/2006.14583},
year = {2020},
url = {https://arxiv.org/abs/2006.14583},
eprinttype = {arXiv},
eprint = {2006.14583},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-12934,
author = {Anshul Aggarwal and
Trevor E. Carlson and
Reza Shokri and
Shruti Tople},
title = {{SOTERIA:} In Search of Efficient Neural Networks for Private Inference},
journal = {CoRR},
volume = {abs/2007.12934},
year = {2020},
url = {https://arxiv.org/abs/2007.12934},
eprinttype = {arXiv},
eprint = {2007.12934},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-12934.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/raid/TopleJS19,
author = {Shruti Tople and
Yaoqi Jia and
Prateek Saxena},
title = {{PRO-ORAM:} Practical Read-Only Oblivious {RAM}},
booktitle = {22nd International Symposium on Research in Attacks, Intrusions and
Defenses, {RAID} 2019, Chaoyang District, Beijing, China, September
23-25, 2019},
pages = {197--211},
publisher = {{USENIX} Association},
year = {2019},
url = {https://www.usenix.org/conference/raid2019/presentation/tople},
timestamp = {Wed, 10 Feb 2021 22:02:04 +0100},
biburl = {https://dblp.org/rec/conf/raid/TopleJS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12732,
author = {Shruti Tople and
Amit Sharma and
Aditya Nori},
title = {Alleviating Privacy Attacks via Causal Learning},
journal = {CoRR},
volume = {abs/1909.12732},
year = {2019},
url = {http://arxiv.org/abs/1909.12732},
eprinttype = {arXiv},
eprint = {1909.12732},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-09052,
author = {Olga Ohrimenko and
Shruti Tople and
Sebastian Tschiatschek},
title = {Collaborative Machine Learning Markets with Data-Replication-Robust
Payments},
journal = {CoRR},
volume = {abs/1911.09052},
year = {2019},
url = {http://arxiv.org/abs/1911.09052},
eprinttype = {arXiv},
eprint = {1911.09052},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-09052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02919,
author = {Stephanie L. Hyland and
Shruti Tople},
title = {On the Intrinsic Privacy of Stochastic Gradient Descent},
journal = {CoRR},
volume = {abs/1912.02919},
year = {2019},
url = {http://arxiv.org/abs/1912.02919},
eprinttype = {arXiv},
eprint = {1912.02919},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02919.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-07942,
author = {Shruti Tople and
Marc Brockschmidt and
Boris K{\"{o}}pf and
Olga Ohrimenko and
Santiago Zanella B{\'{e}}guelin},
title = {Analyzing Privacy Loss in Updates of Natural Language Models},
journal = {CoRR},
volume = {abs/1912.07942},
year = {2019},
url = {http://arxiv.org/abs/1912.07942},
eprinttype = {arXiv},
eprint = {1912.07942},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-07942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acns/ToplePKS18,
author = {Shruti Tople and
Soyeon Park and
Min Suk Kang and
Prateek Saxena},
editor = {Bart Preneel and
Frederik Vercauteren},
title = {VeriCount: Verifiable Resource Accounting Using Hardware and Software
Isolation},
booktitle = {Applied Cryptography and Network Security - 16th International Conference,
{ACNS} 2018, Leuven, Belgium, July 2-4, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10892},
pages = {657--677},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-93387-0\_34},
doi = {10.1007/978-3-319-93387-0\_34},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/acns/ToplePKS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-00602,
author = {Shruti Tople and
Karan Grover and
Shweta Shinde and
Ranjita Bhagwan and
Ramachandran Ramjee},
title = {Privado: Practical and Secure {DNN} Inference},
journal = {CoRR},
volume = {abs/1810.00602},
year = {2018},
url = {http://arxiv.org/abs/1810.00602},
eprinttype = {arXiv},
eprint = {1810.00602},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-00602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/TopleJS18,
author = {Shruti Tople and
Yaoqi Jia and
Prateek Saxena},
title = {{PRO-ORAM:} Constant Latency Read-Only Oblivious {RAM}},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {220},
year = {2018},
url = {http://eprint.iacr.org/2018/220},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/TopleJS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dimva/TopleS17,
author = {Shruti Tople and
Prateek Saxena},
editor = {Michalis Polychronakis and
Michael Meier},
title = {On the Trade-Offs in Oblivious Execution Techniques},
booktitle = {Detection of Intrusions and Malware, and Vulnerability Assessment
- 14th International Conference, {DIMVA} 2017, Bonn, Germany, July
6-7, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10327},
pages = {25--47},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-60876-1\_2},
doi = {10.1007/978-3-319-60876-1\_2},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/dimva/TopleS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/KumarFTS17,
author = {Amrit Kumar and
Cl{\'{e}}ment Fischer and
Shruti Tople and
Prateek Saxena},
editor = {Simon N. Foley and
Dieter Gollmann and
Einar Snekkenes},
title = {A Traceability Analysis of Monero's Blockchain},
booktitle = {Computer Security - {ESORICS} 2017 - 22nd European Symposium on Research
in Computer Security, Oslo, Norway, September 11-15, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10493},
pages = {153--173},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66399-9\_9},
doi = {10.1007/978-3-319-66399-9\_9},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esorics/KumarFTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ndss/ShindeTTS17,
author = {Shweta Shinde and
Dat Le Tien and
Shruti Tople and
Prateek Saxena},
title = {Panoply: Low-TCB Linux Applications With {SGX} Enclaves},
booktitle = {24th Annual Network and Distributed System Security Symposium, {NDSS}
2017, San Diego, California, USA, February 26 - March 1, 2017},
publisher = {The Internet Society},
year = {2017},
url = {https://www.ndss-symposium.org/ndss2017/ndss-2017-programme/panoply-low-tcb-linux-applications-sgx-enclaves/},
timestamp = {Mon, 01 Feb 2021 08:42:15 +0100},
biburl = {https://dblp.org/rec/conf/ndss/ShindeTTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/JiaTMGSL17,
author = {Yaoqi Jia and
Shruti Tople and
Tarik Moataz and
Deli Gong and
Prateek Saxena and
Zhenkai Liang},
title = {Robust Synchronous {P2P} Primitives Using {SGX} Enclaves},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {180},
year = {2017},
url = {http://eprint.iacr.org/2017/180},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/JiaTMGSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/KumarFTS17,
author = {Amrit Kumar and
Cl{\'{e}}ment Fischer and
Shruti Tople and
Prateek Saxena},
title = {A Traceability Analysis of Monero's Blockchain},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {338},
year = {2017},
url = {http://eprint.iacr.org/2017/338},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/KumarFTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/TopleDSC17,
author = {Shruti Tople and
Hung Dang and
Prateek Saxena and
Ee{-}Chien Chang},
title = {PermuteRam: Optimizing Oblivious Computation for Efficiency},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {885},
year = {2017},
url = {http://eprint.iacr.org/2017/885},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/TopleDSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsac/ShenTS16,
author = {Shiqi Shen and
Shruti Tople and
Prateek Saxena},
editor = {Stephen Schwab and
William K. Robertson and
Davide Balzarotti},
title = {Auror: defending against poisoning attacks in collaborative deep learning
systems},
booktitle = {Proceedings of the 32nd Annual Conference on Computer Security Applications,
{ACSAC} 2016, Los Angeles, CA, USA, December 5-9, 2016},
pages = {508--519},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=2991125},
timestamp = {Tue, 06 Nov 2018 16:59:24 +0100},
biburl = {https://dblp.org/rec/conf/acsac/ShenTS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/JiaMTS16,
author = {Yaoqi Jia and
Tarik Moataz and
Shruti Tople and
Prateek Saxena},
editor = {Thorsten Holz and
Stefan Savage},
title = {OblivP2P: An Oblivious Peer-to-Peer Content Sharing System},
booktitle = {25th {USENIX} Security Symposium, {USENIX} Security 16, Austin, TX,
USA, August 10-12, 2016},
pages = {945--962},
publisher = {{USENIX} Association},
year = {2016},
url = {https://www.usenix.org/conference/usenixsecurity16/technical-sessions/presentation/jia},
timestamp = {Mon, 01 Feb 2021 08:43:18 +0100},
biburl = {https://dblp.org/rec/conf/uss/JiaMTS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/LimTSC14,
author = {Hoon Wei Lim and
Shruti Tople and
Prateek Saxena and
Ee{-}Chien Chang},
title = {Faster Secure Arithmetic Computation Using Switchable Homomorphic
Encryption},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {539},
year = {2014},
url = {http://eprint.iacr.org/2014/539},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/LimTSC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/TopleSCS13,
author = {Shruti Tople and
Shweta Shinde and
Zhaofeng Chen and
Prateek Saxena},
editor = {Ahmad{-}Reza Sadeghi and
Virgil D. Gligor and
Moti Yung},
title = {{AUTOCRYPT:} enabling homomorphic computation on servers to protect
sensitive web content},
booktitle = {2013 {ACM} {SIGSAC} Conference on Computer and Communications Security,
CCS'13, Berlin, Germany, November 4-8, 2013},
pages = {1297--1310},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2508859.2516666},
doi = {10.1145/2508859.2516666},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/TopleSCS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/DongCSTSL13,
author = {Xinshu Dong and
Zhaofeng Chen and
Hossein Siadati and
Shruti Tople and
Prateek Saxena and
Zhenkai Liang},
editor = {Ahmad{-}Reza Sadeghi and
Virgil D. Gligor and
Moti Yung},
title = {Protecting sensitive web content from client-side vulnerabilities
with {CRYPTONS}},
booktitle = {2013 {ACM} {SIGSAC} Conference on Computer and Communications Security,
CCS'13, Berlin, Germany, November 4-8, 2013},
pages = {1311--1324},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2508859.2516743},
doi = {10.1145/2508859.2516743},
timestamp = {Tue, 10 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/DongCSTSL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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