nach oben

Erschienen in:

2024 | OriginalPaper | Buchkapitel

Two-Round Private Set Intersection Mechanism and Algorithm Based on Blockchain

verfasst von : Yue Wang, Zhanshan Wang, Xiaofeng Ma, Jing He

Erschienen in: Digital Forensics and Watermarking

Verlag: Springer Nature Singapore

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config

KI-gestützte Suche

Aus

Abstract

In the contemporary era of the digital economy, the significance of data as a fundamental production factor cannot be overstated, as it serves as a driving force behind the development of the digital economy. Despite the existence of numerous algorithms that have been proposed to achieve intersection of datasets while ensuring privacy, challenges related to computational efficiency and trust costs between institutions persist. This paper presents the BTPSI (Blockchain-based Two-round Private Set Intersection) algorithm, which aims to efficiently and reliably compute the intersection of datasets within the unbalanced private set intersection framework. The proposed BTPSI algorithm has been thoroughly tested and evaluated on various datasets of varying sizes.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Vorheriges Kapitel Dual-Domain Learning Network for Polyp Segmentation

Nächstes Kapitel Novel Quaternion Orthogonal Fourier-Mellin Moments Using Optimized Factorial Calculation

Chen, M., Mao, S., Liu, Y.: Big data: a survey. Mob. Netw. Appl. 19, 171–209 (2014)CrossRef

Wylde, V., et al.: Cybersecurity, data privacy and blockchain: a review. SN Comput. Sci. 3, 12 (2022)CrossRef

Nakamoto, S.: Bitcoin: a peer-to-peer electronic cash system. Consulted (2008)

Tan, L., Yu, K., Shi, N., Yang, C., Lu, H.: Towards secure and privacy-preserving data sharing for covid-19 medical records: a blockchain-empowered approach. IEEE Trans. Netw. Sci. Eng. 1 (2021)

Piao, C., Hao, Y., Yan, J., Jiang, X.: Privacy preserving in blockchain-based government data sharing: a service-on-chain (SOC) approach. Inf. Process. Manage. 58, 12 (2021)CrossRef

Jiang, S., Cao, J., Wu, H., Chen, K., Liu, X.: Privacy-preserving and efficient data sharing for blockchain-based intelligent transportation systems. Inf. Sci.: Int. J. (2023)

Lu, Y., Huang, X., Dai, Y., Maharjan, S., Zhang, Y.: Blockchain and federated learning for privacy-preserved data sharing in industrial IoT. IEEE Trans. Industr. Inf. 16, 4177–4186 (2020)CrossRef

Sultana, T., Ghaffar, A., Azeem, M., Abubaker, Z., Javaid, N.: Data sharing system integrating access control based on smart contracts for IoT. In: in 14th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (2019)

Goyal, V., Pandey, O., Sahai, A., Waters, B.: Attribute-based encryption for fine-grained access control of encrypted data. In: Proceedings of the 13th ACM Conference on Computer and Communications Security, pp. 89–98. Association for Computing Machinery, Alexandria (2006)

10.

Rouhani, S., Deters, R.: Blockchain based access control systems: State of the art and challenges. IEEE/WIC/ACM International Conference on Web Intelligence, pp. 423–428. Association for Computing Machinery, Thessaloniki (2019)

11.

Wang, Z., Tian, Y., Zhu, J.: Data sharing and tracing scheme based on blockchain. In: 8th International Conference on Logistics, Informatics and Service Sciences (LISS), Toronto, ON, Canada, pp. 1–6 (2018)

12.

Zheng, B.-K., et al.: Scalable and privacy-preserving data sharing based on blockchain. J. Comput. Sci. Technol. 33, 557–567 (2018)MathSciNetCrossRef

13.

Feng, T., Pei, H., Ma, R., Tian, Y., Feng, X.: Blockchain data privacy access control based on searchable attribute encryption. Comput. Mater. Continua (2020)

14.

Li, Y., Zhang, G., Zhu, J., Wang, X.: Privacy protection model for blockchain data sharing based on zk-SNARK. In: Zeng, J., Qin, P., Jing, W., Song, X., Lu, Z. (eds.) ICPCSEE 2021. CCIS, vol. 1452, pp. 229–239. Springer, Singapore (2021). https://doi.org/10.1007/978-981-16-5943-0_19CrossRef

15.

Wenge, O., Lampe, U., Müller, A., Schaarschmidt, R.: Data privacy in cloud computing - an empirical study in the financial industry (2014)

16.

Freedman, M.J., Pinkas, B., Nissim, K., Hazay, C.: Efficient set intersection with simulation-based security. J. Cryptol.: J. Int. Assoc. Cryptol. Res. (2016)

17.

De Cristofaro, E., Tsudik, G.: Practical private set intersection protocols with linear complexity. In: Sion, R. (ed.) FC 2010. LNCS, vol. 6052, pp. 143–159. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-14577-3_13CrossRef

18.

Freedman, M.J., Ishai, Y., Pinkas, B., Reingold, O.: Keyword search and oblivious pseudorandom functions. In: Kilian, J. (ed.) TCC 2005. LNCS, vol. 3378, pp. 303–324. Springer, Heidelberg (2005). https://doi.org/10.1007/978-3-540-30576-7_17CrossRef

19.

Jiang, H., Xu, Q.: Secure multiparty computation in cloud computing. J. Comput. Res. Dev. (2016)

20.

Kerschbaum, F.: Collusion-resistant outsourcing of private set intersection. In: ACM Symposium on Applied Computing (2012)

21.

Liu, F., Ng, W.K., Zhang, W., Giang, D.H., Han, S.: Encrypted set intersection protocol for outsourced datasets. In: Proceedings of the 2014 IEEE International Conference on Cloud Engineering, pp. 135–140. IEEE Computer Society (2014)

22.

Kamara, S., Mohassel, P., Raykova, M., Sadeghian, S.: Scaling private set intersection to billion-element sets. In: Christin, N., Safavi-Naini, R. (eds.) FC 2014. LNCS, vol. 8437, pp. 195–215. Springer, Heidelberg (2014). https://doi.org/10.1007/978-3-662-45472-5_13CrossRef

23.

Fan, B., Andersen, D.G., Kaminsky, M., Mitzenmacher, M.D.: Cuckoo filter: practically better than bloom. In: Proceedings of the 10th ACM International on Conference on emerging Networking Experiments and Technologies, pp. 75–88. Association for Computing Machinery, Sydney (2014)

24.

Pagh, R., Rodler, F.F.: Cuckoo hashing. J. Algorithms 51, 122–144 (2004)MathSciNetCrossRef

Titel: Two-Round Private Set Intersection Mechanism and Algorithm Based on Blockchain
verfasst von: Yue Wang
Zhanshan Wang
Xiaofeng Ma
Jing He
Verlag: Springer Nature Singapore
Buch: Digital Forensics and Watermarking
Print ISBN: 978-981-9725-84-7

Electronic ISBN: 978-981-9725-85-4

Copyright-Jahr: 2024
DOI: https://doi.org/10.1007/978-981-97-2585-4_18

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"

Premium Partner