Calypso: Private data management for decentralized ledgers

Kokoris Kogias E, Alp EC, Gasser L, Jovanovic P, Syta E, Ford B. 2020. Calypso: Private data management for decentralized ledgers. Proceedings of the VLDB Endowment. 14(4), 586–599.

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Journal Article | Published | English

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Author
Kokoris Kogias, LefterisIST Austria; Alp, Enis Ceyhun; Gasser, Linus; Jovanovic, Philipp; Syta, Ewa; Ford, Bryan
Department
Abstract
Distributed ledgers provide high availability and integrity, making them a key enabler for practical and secure computation of distributed workloads among mutually distrustful parties. Many practical applications also require strong confidentiality, however. This work enhances permissioned and permissionless blockchains with the ability to manage confidential data without forfeiting availability or decentralization. The proposed Calypso architecture addresses two orthogonal challenges confronting modern distributed ledgers: (a) enabling the auditable management of secrets and (b) protecting distributed computations against arbitrage attacks when their results depend on the ordering and secrecy of inputs. Calypso introduces on-chain secrets, a novel abstraction that enforces atomic deposition of an auditable trace whenever users access confidential data. Calypso provides user-controlled consent management that ensures revocation atomicity and accountable anonymity. To enable permissionless deployment, we introduce an incentive scheme and provide users with the option to select their preferred trustees. We evaluated our Calypso prototype with a confidential document-sharing application and a decentralized lottery. Our benchmarks show that transaction-processing latency increases linearly in terms of security (number of trustees) and is in the range of 0.2 to 8 seconds for 16 to 128 trustees.
Publishing Year
Date Published
2020-12-01
Journal Title
Proceedings of the VLDB Endowment
Volume
14
Issue
4
Page
586-599
eISSN
IST-REx-ID

Cite this

Kokoris Kogias E, Alp EC, Gasser L, Jovanovic P, Syta E, Ford B. Calypso: Private data management for decentralized ledgers. Proceedings of the VLDB Endowment. 2020;14(4):586-599. doi:10.14778/3436905.3436917
Kokoris Kogias, E., Alp, E. C., Gasser, L., Jovanovic, P., Syta, E., & Ford, B. (2020). Calypso: Private data management for decentralized ledgers. Proceedings of the VLDB Endowment. ACM. https://doi.org/10.14778/3436905.3436917
Kokoris Kogias, Eleftherios, Enis Ceyhun Alp, Linus Gasser, Philipp Jovanovic, Ewa Syta, and Bryan Ford. “Calypso: Private Data Management for Decentralized Ledgers.” Proceedings of the VLDB Endowment. ACM, 2020. https://doi.org/10.14778/3436905.3436917.
E. Kokoris Kogias, E. C. Alp, L. Gasser, P. Jovanovic, E. Syta, and B. Ford, “Calypso: Private data management for decentralized ledgers,” Proceedings of the VLDB Endowment, vol. 14, no. 4. ACM, pp. 586–599, 2020.
Kokoris Kogias E, Alp EC, Gasser L, Jovanovic P, Syta E, Ford B. 2020. Calypso: Private data management for decentralized ledgers. Proceedings of the VLDB Endowment. 14(4), 586–599.
Kokoris Kogias, Eleftherios, et al. “Calypso: Private Data Management for Decentralized Ledgers.” Proceedings of the VLDB Endowment, vol. 14, no. 4, ACM, 2020, pp. 586–99, doi:10.14778/3436905.3436917.

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