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http://hdl.handle.net/10397/99821
| Title: | Towards practical auditing of dynamic data in decentralized storage | Authors: | Duan, H Du, Y Zheng, L Wang, C Au, MH Wang, Q |
Issue Date: | Jan-2023 | Source: | IEEE transactions on dependable and secure computing, Jan.-Feb. 2023, v. 20, no. 1, p. 708-723 | Abstract: | Decentralized storage (DS) projects such as Filecoin are gaining traction. Their openness mandates effective auditing mechanisms to assure users that their data remains intact. A blockchain is typically employed here as an unbiased public auditor. While the case for static data is relatively easy to handle, on-chain auditing of dynamic data with practical performance guarantees is still an open problem. Dynamic Proof-of-Storage (PoS) schemes developed for conventional cloud storage are not applicable to DS, since they require large storage proofs and/or large auditor states that are unmanageable by a resource-constrained blockchain. To fill the gap, we propose a family of dynamic on-chain auditing protocols that can produce concretely small auditor states while retaining the compact proofs promised by static PoS schemes. Our design revolves around a set of succinct data structures and optimization techniques for index information management. With proper instantiation and realistic parameters, our protocols can achieve 0.25MB on-chain state and 1.2KB storage proof for the auditing of 1TB data, outperforming previous dynamic PoS schemes that are adaptable for DS by orders of magnitude. As another practical contribution, we introduce a data abstraction layer that allows one to deploy the auditing protocols on arbitrary storage systems hosting dynamic data. | Keywords: | Blockchain Data dynamism Data integrity auditing Decentralized storage |
Publisher: | Institute of Electrical and Electronics Engineers | Journal: | IEEE transactions on dependable and secure computing | ISSN: | 1545-5971 | EISSN: | 1941-0018 | DOI: | 10.1109/TDSC.2022.3142611 | Rights: | © 2022 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The following publication Duan, H., Du, Y., Zheng, L., Wang, C., Au, M. H., & Wang, Q. (2023). Towards practical auditing of dynamic data in decentralized storage. IEEE Transactions on Dependable and Secure Computing, 20(1), 708-723 is available at https://doi.org/10.1109/TDSC.2022.3142611. |
| Appears in Collections: | Journal/Magazine Article |
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|---|---|---|---|---|
| Au_Towards_Practical_Auditing.pdf | Pre-Published version | 2.71 MB | Adobe PDF | View/Open |
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