Correlated-Output Differential Privacy and Applications to Dark Pools

James Hsin-yu Chiang; Bernardo David; Mariana Gama; Christian Janos Lebeda

doi:10.4230/LIPIcs.AFT.2023.11

Correlated-Output Differential Privacy and Applications to Dark Pools

James Hsin-yu Chiang
, Bernardo David
, Mariana Gama
, Christian Janos Lebeda

Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

Original language	English
Title of host publication	5th Conference on Advances in Financial Technologies (AFT 2023)
Volume	282
Publisher	Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik GmbH
Publication date	2023
Pages	1-23
DOIs	https://doi.org/10.4230/LIPIcs.AFT.2023.11
Publication status	Published - 2023
Event	Conference on Advances in Financial Technologies - Princeton University, Princeton, United States Duration: 23 Oct 2023 → 26 Oct 2023 Conference number: 5 https://aft.ifca.ai/aft23/

Conference

Conference	Conference on Advances in Financial Technologies
Number	5
Location	Princeton University
Country/Territory	United States
City	Princeton
Period	23/10/2023 → 26/10/2023
Internet address	https://aft.ifca.ai/aft23/

Series	Leibniz International Proceedings in Informatics (LIPIcs)
Volume	282
ISSN	1868-8969

Keywords

Differential Privacy
Secure Multi-party Computation
Dark Pools
Decentralized Finance

Access to Document

10.4230/LIPIcs.AFT.2023.11

LIPIcs.AFT.2023.11Final published version, 1 MB

Cite this

@inproceedings{b702e71298d04b85b2f758fd282827dd,

title = "Correlated-Output Differential Privacy and Applications to Dark Pools",

keywords = "Differential Privacy, Secure Multi-party Computation, Dark Pools, Decentralized Finance, Differential Privacy, Secure Multi-party Computation, Dark Pools, Decentralized Finance",

author = "\{Hsin-yu Chiang\}, James and Bernardo David and Mariana Gama and Lebeda, \{Christian Janos\}",

year = "2023",

doi = "10.4230/LIPIcs.AFT.2023.11",

language = "English",

volume = "282",

series = "Leibniz International Proceedings in Informatics (LIPIcs)",

publisher = "Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik GmbH",

pages = "1--23",

booktitle = "5th Conference on Advances in Financial Technologies (AFT 2023)",

note = "Conference on Advances in Financial Technologies, AFT ; Conference date: 23-10-2023 Through 26-10-2023",

url = "https://aft.ifca.ai/aft23/",

}

Hsin-yu Chiang, J, David, B, Gama, M & Lebeda, CJ 2023, Correlated-Output Differential Privacy and Applications to Dark Pools. in 5th Conference on Advances in Financial Technologies (AFT 2023) . vol. 282, Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik GmbH, Leibniz International Proceedings in Informatics (LIPIcs), vol. 282, pp. 1-23, Conference on Advances in Financial Technologies, Princeton, New Jersey, United States, 23/10/2023. https://doi.org/10.4230/LIPIcs.AFT.2023.11

Correlated-Output Differential Privacy and Applications to Dark Pools. / Hsin-yu Chiang, James; David, Bernardo; Gama, Mariana et al.
5th Conference on Advances in Financial Technologies (AFT 2023) . Vol. 282 Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik GmbH, 2023. p. 1-23 (Leibniz International Proceedings in Informatics (LIPIcs), Vol. 282).

Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

TY - GEN

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AU - David, Bernardo

AU - Gama, Mariana

AU - Lebeda, Christian Janos

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PY - 2023

Y1 - 2023

KW - Differential Privacy

KW - Secure Multi-party Computation

KW - Dark Pools

KW - Decentralized Finance

KW - Differential Privacy

KW - Secure Multi-party Computation

KW - Dark Pools

KW - Decentralized Finance

U2 - 10.4230/LIPIcs.AFT.2023.11

DO - 10.4230/LIPIcs.AFT.2023.11

M3 - Article in proceedings

VL - 282

T3 - Leibniz International Proceedings in Informatics (LIPIcs)

SP - 1

EP - 23

BT - 5th Conference on Advances in Financial Technologies (AFT 2023)

PB - Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik GmbH

T2 - Conference on Advances in Financial Technologies

Y2 - 23 October 2023 through 26 October 2023

ER -

Hsin-yu Chiang J, David B, Gama M, Lebeda CJ. Correlated-Output Differential Privacy and Applications to Dark Pools. In 5th Conference on Advances in Financial Technologies (AFT 2023) . Vol. 282. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik GmbH. 2023. p. 1-23. (Leibniz International Proceedings in Informatics (LIPIcs), Vol. 282). doi: 10.4230/LIPIcs.AFT.2023.11