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XSX: Lightweight Encryption for Data Warehousing Environments

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Big Data Analytics and Knowledge Discovery (DaWaK 2016)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 9829))

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Abstract

The use of data security solutions like encryption significantly reduces database performance in data-intensive processing environments such as Data Warehouses. To overcome this issue this paper proposes a transparent lightweight encryption technique based on alternating sequences of eXclusive Or (XOR) and bit switching operations. The technique aims to achieve high performance while providing significant levels of security strength, attaining better security-performance tradeoffs than most commercial encryption solutions and those proposed by the research community. The experimental evaluation conducted using the TPC-DS benchmark shows that the proposed technique adds lower database performance overhead when comparing with the AES standard encryption algorithm and with other encryption solutions such as OPES, Salsa20, TEA and SES-DW.

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References

  1. DES, Triple DES, National Bureau of Standards, National Institute of Standards and Technology (NIST), Federal Information Processing Standards (FIPS) Pub. 800-67, ISO/IEC 18033-3 (2005)

    Google Scholar 

  2. AES, Advanced Encryption Standard, National Institute of Standards and Technology (NIST), FIPS-197 (2001)

    Google Scholar 

  3. Agarwal, R., Kiernan, J., Srikant, R., Xu, Y.: Order-preserving encryption for numeric data. In: ACM SIG International Conference on Management of Data (SIGMOD) (2004)

    Google Scholar 

  4. Bernstein, D.J.: Snuffle 2005: The Salsa Encryption Function. http://cr.yp.to/snuffle.html

  5. Bernstein, D.J.: The Salsa20 family of stream ciphers. In: Robshaw, M., Billet, O. (eds.) New Stream Cipher Designs. LNCS, vol. 4986, pp. 84–97. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  6. DES, Data Encryption Standard, National Bureau of Standards, National Institute of Standards and Technology (NIST), Federal Information Processing Standards (FIPS) Pub. 46 (1977)

    Google Scholar 

  7. Huey, P.: Oracle Database Security Guide 11g. Oracle Corporation (2008)

    Google Scholar 

  8. Kimball, R., Ross, M.: The Data Warehouse Toolkit, 3rd edn. Wiley, Hoboken (2013)

    Google Scholar 

  9. Microsoft Corporation. Transparent Data Encryption (TDE), Microsoft Developer Network (MSDN) (2014). https://msdn.microsoft.com/en-us/library/bb934049.aspx

  10. Oracle Corporation. Oracle Advanced Security Transparent Data Encryption Best Practices, Oracle White Paper (2012). http://www.oracle.com/technetwork/database/security/twp-transparent-data-encryption-bes-130696.pdf

  11. Santos, R.J., Bernardino, J., Vieira, M.: Evaluating the feasibility issues of data confidentiality solutions from a data warehousing perspective. In: Cuzzocrea, A., Dayal, U. (eds.) DaWaK 2012. LNCS, vol. 7448, pp. 404–416. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  12. Santos, R.J., Rasteiro, D., Bernardino, J., Vieira, M.: A specific encryption solution for data warehouses. In: Meng, W., Feng, L., Bressan, S., Winiwarter, W., Song, W. (eds.) DASFAA 2013, Part II. LNCS, vol. 7826, pp. 84–98. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

  13. Transaction Processing Council. The TPC Benchmark™ DS (TPC-DS): The New Decision Support Benchmark. http://www.tpc.org/tpcds/

  14. Transaction Processing Council. The TPC Benchmark™ H (TPC-H): Decision Support Benchmark. http://www.tpc.org/tpch/

  15. Wheeler, D.J., Needham, R.M.: TEA, a tiny encryption algorithm. In: Preneel, B. (ed.) Fast Software Encryption (FSE). LNCS, vol. 1008, pp. 363–366. Springer, Heidelberg (1994)

    Chapter  Google Scholar 

  16. Wheeler, D.J., Needham, R.M.: Correction to XTEA. Technical report, Cambridge Computer Laboratory, Cambridge University, England (1998)

    Google Scholar 

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Correspondence to Jorge Bernardino .

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Santos, R.J., Vieira, M., Bernardino, J. (2016). XSX: Lightweight Encryption for Data Warehousing Environments. In: Madria, S., Hara, T. (eds) Big Data Analytics and Knowledge Discovery. DaWaK 2016. Lecture Notes in Computer Science(), vol 9829. Springer, Cham. https://doi.org/10.1007/978-3-319-43946-4_19

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  • DOI: https://doi.org/10.1007/978-3-319-43946-4_19

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-43945-7

  • Online ISBN: 978-3-319-43946-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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