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Journal of Discrete Mathematical Sciences and Cryptography cover
Open Access ·Peer-reviewed·ISSN (Online): 2169-0065·ISSN (Print): 0972-0529

Monthly Journal: Publishes theoretical and applied research in all areas of Discrete Mathematical Sciences, Cryptography, Combinatorics, Elliptic Curves and Information Security.

Issues up to 2022 co-published with and available at:Taylor & Francis Online
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Open Access Research Article

AI-generated privacy-preserving protocols for cross-cloud data sharing and collaboration

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* Corresponding author · click or hover a name for details

pp. 1265–1279Vol. 28Issue 4-BJune 2025DOI: 10.47974/JDMSC-2265 Crossmark XML
Received:
05 Feb 2025
Published Online:
26 Jun 2025
Article type:
Research Article
Language:
EN
Article no.:
JDMSC-2265
Pages:
1265–1279

Abstract

With the rapid evolution of cloud computing, individuals and organizations are managing data storage and collaboration in an entirely new way. Using blockchain technology, this paper introduces CloudShare, a new framework for sharing and collaborating across clouds using a secure, decentralized ecosystem. As a result of the proposed system, storage costs and upload bandwidth requirements are significantly reduced while data confidentiality and consistency are maintained. With CloudShare, you can encrypt and deduplicate data without relying on centralized authorities to protect your privacy. Simulated results demonstrate that the model is capable of optimizing resource utilization and efficiently securing sensitive data. A decentralized architectural model overcomes the limitations of traditional centralized cloud models, opening the door to innovative cloud computing applications.

Keywords

Subject Classifications

Primary 91G20Secondary 01-08

References

[1] S. Sharma, “Expanded cloud plumes hiding Big Data ecosystem,” Future Gener. Comput. Syst., vol. 59, pp. 63–92 (2016).
[2] M. M. Waldrop, “More than moore,” Nature, vol. 530, no. 7589, pp. 144–148 (2016).
[3] J. Hamari, M. Sjöklint, and A. Ukkonen, “The sharing economy: Why people participate in collaborative consumption,” J. Assoc. Inf. Sci. Technol., vol. 67, no. 9, pp. 2047–2059 (Sep. 2016), doi: 10.1002/asi.23552.
[4] Z. Zheng, S. Xie, H. N. Dai, X. Chen, and H. Wang, “Blockchain challenges and opportunities: a survey,” Int. J. Web Grid Serv., vol. 14, no. 4, p. 352 (2018), doi: 10.1504/IJWGS.2018.095647.
[5] T. Reisinger, I. Wagner, and E. A. Boiten, “Security and Privacy in Unified Communication,” ACM Comput. Surv., vol. 55, no. 3, pp. 1–36 (Mar. 2023), doi: 10.1145/3498335.
[6] K. Cao, Y. Liu, G. Meng, and Q. Sun, “An overview on edge computing research,” IEEE Access, vol. 8, pp. 85714–85728 (2020).
[7] M. Weidner, M. Kleppmann, D. Hugenroth, and A. R. Beresford, “Key Agreement for Decentralized Secure Group Messaging with Strong Security Guarantees,” in Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event Republic of Korea: ACM, pp. 2024–2045 (Nov. 2021). doi: 10.1145/3460120.3484542.
[8] M. Müller and M. C. Kettemann, “European Approaches to the Regulation of Digital Technologies,” Hannes Werthner· Carlo Ghezzi· Jeff Kramer· Julian Nida-Rümelin· Bashar Nuseibeh· Erich Prem·, p. 623 (2024).
[9] J. Wu, W. Gan, Z. Chen, S. Wan, and H. Lin, “AI-Generated Content (AIGC): A Survey,” Mar. 26 (2023), arXiv: arXiv:2304.06632. Accessed: Oct. 19, 2024. [Online]. Available: http://arxiv.org/abs/2304.06632
[10] M. Xu et al., “Unleashing the power of edge-cloud generative ai in mobile networks: A survey of aigc services,” IEEE Commun. Surv. Tutor., 2024, Accessed: Oct. 19 (2024). [Online]. Available: https://ieeexplore.ieee.org/abstract/document/10398474/
[11] Y. Cao et al., “A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT,” Mar. 07 (2023), arXiv: arXiv:2303.04226. Accessed: Oct. 19, 2024. [Online]. Available: http://arxiv.org/abs/2303.04226
[12] H. Du et al., “Enabling AI-Generated Content (AIGC) Services in Wireless Edge Networks,” Jan. 09 (2023), arXiv: arXiv:2301.03220. Accessed: Oct. 19 (2024). [Online]. Available: http://arxiv.org/abs/2301.03220
[13] Y. Wang et al., “A survey on metaverse: Fundamentals, security, and privacy,” IEEE Commun. Surv. Tutor., vol. 25, no. 1, pp. 319–352 (2022).
[14] Hussein, A.I.. Hybrid: (NH–DH) a New Hope and Diffie–Hellman for Transmission Data in Cloud Environment. In: Swaroop, A., Kansal, V., Fortino, G., Hassanien, A.E. (eds) Proceedings of Fourth Doctoral Symposium on Computational Intelligence . DoSCI 2023. Lecture Notes in Networks and Systems, vol 726. Springer, Singapore. https://doi.org/10.1007/978-981-99-3716-5_66.
[15] B. Nedić, “Gartner’s top strategic technology trends,” Proc. Eng. Sci., vol. 1, no. 2, pp. 433–442 (2019).
[16] P. Mell, “The NIST Definition of Cloud Computing,” NIST Spec. Publ., pp. 800–145 (2011).
[17] N. Grozev and R. Buyya, “Inter-Cloud architectures and application brokering: taxonomy and survey,” Softw. Pract. Exp., vol. 44, no. 3, pp. 369–390 (Mar. 2014), doi: 10.1002/spe.2168.
[18] D. Bernstein, E. Ludvigson, K. Sankar, S. Diamond, and M. Morrow, “Blueprint for the intercloud-protocols and formats for cloud computing interoperability,” in 2009 fourth international conference on Internet and web applications and services, IEEE, 2009, pp. 328–336. Accessed: Oct. 20 (2024). [Online]. Available: https://ieeexplore.ieee.org/abstract/document/5072540/
[19] R. Buyya, R. Ranjan, and R. N. Calheiros, “InterCloud: Utility-Oriented Federation of Cloud Computing Environments for Scaling of Application Services,” in Algorithms and Architectures for Parallel Processing, vol. 6081, C.-H. Hsu, L. T. Yang, J. H. Park, and S.-S. Yeo, Eds., in Lecture Notes in Computer Science, vol. 6081. , Berlin, Heidelberg: Springer Berlin Heidelberg, pp. 13–31 (2010). doi: 10.1007/978-3-642-13119-6_2.
[20] K. Keahey, M. Tsugawa, A. Matsunaga, and J. Fortes, “Sky computing,” IEEE Internet Comput., vol. 13, no. 5, pp. 43–51 (2009).
[21] B. Rochwerger et al., “The reservoir model and architecture for open federated cloud computing,” IBM J. Res. Dev., vol. 53, no. 4, pp. 4–1 (2009).
[22] K. Kelly, “The Technium: A Cloudbook for the Cloud.” Retrieved (2017).
[23] K. Fujitsū-KK, Fujitsu scientific & technical journal: FSTJ. na (1965).
[24] A. Algamdi, F. Coenen, and A. Lisitsa, “A trust evaluation method based on the distributed cloud trust protocol (CTP) and opinion sharing,” Provider, vol. 5, no. 17, p. 18 (2017).
[25] A. Yazdinejad, G. Srivastava, R. M. Parizi, A. Dehghantanha, K.-K. R. Choo, and M. Aledhari, “Decentralized authentication of distributed patients in hospital networks using blockchain,” IEEE J. Biomed. Health Inform., vol. 24, no. 8, pp. 2146–2156 (2020).
[26] P. J. Sun, “Privacy protection and data security in cloud computing: a survey, challenges, and solutions,” Ieee Access, vol. 7, pp. 147420–147452 (2019).
[27] Fadhil, Fadhil Abbas, Hussien Alhilo, Abdul F. T. and Abdulhadi, Mohammed T.. “Enhancing data security using Laplacian of Gaussian and Chacha20 encryption algorithm” Journal of Intelligent Systems, vol. 33, no. 1 (2024), pp. 20240191. https://doi.org/10.1515/jisys-2024-0191
[28] P. Yang, N. Xiong, and J. Ren, “Data security and privacy protection for cloud storage: A survey,” Ieee Access, vol. 8, pp. 131723–131740 (2020).
[29] E. Kavakli, C. Kalloniatis, H. Mouratidis, and S. Gritzalis, “Privacy as an integral part of the implementation of cloud solutions,” Comput. J., vol. 58, no. 10, pp. 2213–2224 (2015). 
[30] Azmi Shawkat Abdulbaqi, Israa Falih Muslim, Asraa A. Abd Al-Ameer, and Ahmed J. Obaid, “Healthcare surveillance based on cloud computing utilizing mobile devices,” Journal of Discrete Mathematical Sciences and Cryptography, vol. 26, no. 4, pp. 1189–1196 (2023), doi: 10.47974/JDMSC-1566.
[31] Zainab A. Jawad and Ahmed J. Obaid, “A systemic literature overview of Fake News Challenge (FNC-1) dataset and its use in fake news detection schemes,” Journal of Discrete Mathematical Sciences and Cryptography, vol. 26, no. 4, pp. 1197–1206 (2023), doi: 10.47974/JDMSC-1567.

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