Abstract
A comprehensive and efficient p-based algorithm is being proposed to retrieve minimum and maximum of particular data field of database tuple distributed as a horizontal partitioning of single database table among the multiple servers without losing the privacy of individual server. Data obfuscation technique is used in the proposed algorithm to preserve the privacy of individual server. This algorithm is useful in many practical scenarios where privacy-preserving data computing is desirable.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
M.R. Ogiela, L. Ogiela, U. Ogiela, Security and privacy in distributed information management, in 2014 International Conference on Intelligent Networking and Collaborative Systems, INSPEC Accession Number: 14985068. https://doi.org/10.1109/INCoS.2014.108
S. Rao, Distributed system: an algorithmic approach. IEEE Distrib. Syst. 9(11) (2008)
D.E. Bakken, R. Parameswaran, D.M. Blough, A.A. Franz, T.J. Palmer, Data obfuscation: anonymity and desensitization of usable data sets. IEEE Secur. Privacy Mag. 2, 34–41 (2004)
J. Hamm, A.C. Champion, G. Chen, M. Belkin, D. Xuan, Crowd-ml: a privacy-preserving learning framework for a crowd of smart devices, in IEEE International Conference on Distributed Computing Systems (2015)
T.H. Cormen, C.E. Leiserson, R.L. Rivest, C. Stein, Introduction to Algorithms, 2nd edn. (The MIT Press, 2001)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Jagannath, B.Y. (2023). Privacy-Preserving Min–Max Value Retrieval Using Data Obfuscation Algorithm in Distributed Environment. In: Zhang, YD., Senjyu, T., So-In, C., Joshi, A. (eds) Smart Trends in Computing and Communications. Lecture Notes in Networks and Systems, vol 396. Springer, Singapore. https://doi.org/10.1007/978-981-16-9967-2_42
Download citation
DOI: https://doi.org/10.1007/978-981-16-9967-2_42
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-16-9966-5
Online ISBN: 978-981-16-9967-2
eBook Packages: EngineeringEngineering (R0)