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Multi-keyword Ranked Search with Privacy Protection on Encrypted Cloud Data

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Accelerating Discoveries in Data Science and Artificial Intelligence II (ICDSAI 2023)

Part of the book series: Springer Proceedings in Mathematics & Statistics ((PROMS,volume 438))

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Abstract

The need to outsource complicated data management systems from local servers is driving data owners to the commercial public cloud platform because of its increased flexibility and cost advantages. But employing plaintext keyword searches for routine data consumption is unhelpful because sensitive information must first be encrypted before it’s outsourced. As a result, a safe service for searching cloud data needs to be created. Because of the sheer volume of data, enabling a search request for numerous keywords and returning the appropriate cloud-based documents is crucial. They must also be listed in order of importance to the research. Searchable encryption frequently places more emphasis on Boolean keyword searches or single-keyword searches than on sorting a search’s outcomes. In this chapter, we highlight the problem of using secure cloud data, and multi-keyword ranked searches with privacy protection can provide an initial solution, in the form of multi-keyword ranked searchable encryption (MRSE).

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References

  1. L.M. Vaquero, L. Rodero-Merino, J. Caceres, M. Lindner, A break in the clouds: towards a cloud definition. ACM SIGCOMM Comput. Common Rev. 39(1), 50–55 (2009)

    Article  Google Scholar 

  2. S. Kamara, K. Lauter, Cryptographic cloud storage, in RLCPS, January 2010, LNCS (Springer, Heidelberg, 2010)

    Google Scholar 

  3. A. Singhal, Modern information retrieval: a brief overview. IEEE Data Eng. Bull. 24(4), 35–43 (2001)

    Google Scholar 

  4. I.H. Witten, A. Moffat, T.C. Bell (eds.), Managing gigabytes: Compressing and indexing documents and images (Morgan Kaufmann Publishing, San Francisco, May 1999)

    Google Scholar 

  5. D. Song, D. Wagner, A. Perrig, Practical algorithms for searches on encrypted data. Proc. of S&P, 2000

    Google Scholar 

  6. Y.-C. Chang, M. Mitzenmacher,Privacy preserving keyword searches on remote encrypted material, in Proc. of ACNS, 2005

    Google Scholar 

  7. D. Boneh, G.D. Crescenzo, R. Ostrovsky, G. Persiano, Public key encryption using keyword search, in Proceedings of EUROCRYPT, 2004

    Google Scholar 

  8. M. Bellare, A. Boldyreva, A. ONeill, Deterministic and efficiently searchable encryption, in Proceedings. of CRYPTO, 2007

    Google Scholar 

  9. G. Yang, X. Liu, J. Shen, J. Tonien, X. Liu, Multikeyword searchable encryption that protects privacy for dispersed networks. IEEE Trans. Parallel Distrib. Syst. 32(3), 561–574 (2020)

    Google Scholar 

  10. C. Wang, N. Cao, M. Li, K. Ren, W. Lou, Multi-keyword ranked search with privacy protection over encrypted cloud data. IEEE Trans. Distrib. Parallel Syst. 25(1), 222–233 (2013)

    Google Scholar 

  11. C. Wang, Q. Wang, K. Ren, W. Lou, Privacy-preserving public auditing for data storage security in cloud computing, in Proceedings of IEEE INFOCOM, 2010

    Google Scholar 

  12. K. Subramani, J. V., P, A digital signature system that uses elliptic curve cryptography enables anonymous public auditing of shared cloud-based data to the sestet accessing theses of the of the planets of the worlds (2015)

    Google Scholar 

  13. B. Wang, M. Li, S.S. Chow, H. Li, Computing encrypted cloud data efficiently under multiple keys, in Proceedings of IEEE Conference on Communications and Network Security (CNS’13), 2013, pp. 90–99

    Google Scholar 

  14. S. Blake-Wilson, A. Menezes, Unknown key-share attacks on the station-to-station (STS) protocol, in Proceedings of PKC’99, Lecture Notes in Computer Science, 1560 (1999), Public Key Cryptography, pp. 154–170

    Google Scholar 

  15. K. Ren, C. Wang, Q. Wang, Security challenges for the public cloud. IEEE Internet Comput. 16(1), 69–73 (2012)

    Article  Google Scholar 

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Author information

Authors and Affiliations

  1. Department of Information Technology, Sri Eshwar College of Engineering, Coimbatore, Tamil Nadu, India

    V. Saihareesh

Authors
  1. S. Koushika
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  2. A. Saranya Devi
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  3. G. Dinish Kumar
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  4. V. Saihareesh
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Editor information

Editors and Affiliations

  1. Information & Decision Sciences, College of Business and Public Administration, California State University, San Bernard, San Bernardino, CA, USA

    Frank M. Lin

  2. Computer & Information Science, University of Massachusetts Dartmouth, Dartmouth, MA, USA

    Ashokkumar Patel

  3. Department of Computer Science, Central University of Rajasthan, Ajmer, Rajasthan, India

    Nishtha Kesswani

  4. Lendi Institute of Engineering and Technology, Vizianagaram, Andhra Pradesh, India

    Bosubabu Sambana

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© 2024 The Author(s), under exclusive license to Springer Nature Switzerland AG

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Koushika, S., Saranya Devi, A., Dinish Kumar, G., Saihareesh, V. (2024). Multi-keyword Ranked Search with Privacy Protection on Encrypted Cloud Data. In: Lin, F.M., Patel, A., Kesswani, N., Sambana, B. (eds) Accelerating Discoveries in Data Science and Artificial Intelligence II. ICDSAI 2023. Springer Proceedings in Mathematics & Statistics, vol 438. Springer, Cham. https://doi.org/10.1007/978-3-031-51163-9_9

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