Data randomization for lightweight secure data aggregation in sensor network

Abedelaziz Mohaisen; Ik Rae Jeong; Dowon Hong; Nam Su Jho; Daehun Nyang

doi:10.1007/978-3-540-69293-5_27

Data randomization for lightweight secure data aggregation in sensor network

Abedelaziz Mohaisen, Ik Rae Jeong, Dowon Hong, Nam Su Jho, Daehun Nyang

Department of Cyber Security

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Data aggregation is one of the main purposes for which sensor networks are developed. However, to secure the data aggregation schemes, several security-related issues have raised including the need for efficient implementations of cryptographic algorithms, secure key management schemes' design and many others. Several works has been introduced in this direction and succeeded to some extent in providing relatively efficient solutions. Yet, one of the questions to be answered is that, can we still aggregate the sensed data with less security-related computation while maintaining a marginal level of security and accuracy? In this paper, we consider data randomization as a possible approach for data aggregation. Since the individual single sensed record is not of a big concern when using data for aggregation, we show how data randomization can explicitly hide the exact single data records to securely exchange them between nodes. To improve the security and accuracy of this approach, we introduce a hybrid scheme that uses the cryptographic approach for a fraction of nodes. We study the efficiency of our schemes in terms of the estimate accuracy and the overhead.

Original language	English
Title of host publication	Ubiquitous Intelligence and Computing - 5th International Conference, UIC 2008, Proceedings
Pages	338-351
Number of pages	14
DOIs	https://doi.org/10.1007/978-3-540-69293-5_27
State	Published - 2008
Event	5th International Conference on Ubiquitous Intelligence and Computing, UIC 2008 - Oslo, Norway Duration: 23 Jun 2008 → 25 Jun 2008

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	5061 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	5th International Conference on Ubiquitous Intelligence and Computing, UIC 2008
Country/Territory	Norway
City	Oslo
Period	23/06/08 → 25/06/08

Bibliographical note

Funding Information:
This work was supported by the IT R&D program of MIC/IITA. [2005-Y-001-04, Development of next generation security technology].

Keywords

Computation efficiency
Data aggregation
Data randomization
Experimental justification
Security
Sensor network

Access to Document

10.1007/978-3-540-69293-5_27

Cite this

Mohaisen, A., Jeong, I. R., Hong, D., Jho, N. S., & Nyang, D. (2008). Data randomization for lightweight secure data aggregation in sensor network. In Ubiquitous Intelligence and Computing - 5th International Conference, UIC 2008, Proceedings (pp. 338-351). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5061 LNCS). https://doi.org/10.1007/978-3-540-69293-5_27

Mohaisen, Abedelaziz ; Jeong, Ik Rae ; Hong, Dowon et al. / Data randomization for lightweight secure data aggregation in sensor network. Ubiquitous Intelligence and Computing - 5th International Conference, UIC 2008, Proceedings. 2008. pp. 338-351 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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note = "Funding Information: This work was supported by the IT R&D program of MIC/IITA. [2005-Y-001-04, Development of next generation security technology].; 5th International Conference on Ubiquitous Intelligence and Computing, UIC 2008 ; Conference date: 23-06-2008 Through 25-06-2008",

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Mohaisen, A, Jeong, IR, Hong, D, Jho, NS & Nyang, D 2008, Data randomization for lightweight secure data aggregation in sensor network. in Ubiquitous Intelligence and Computing - 5th International Conference, UIC 2008, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5061 LNCS, pp. 338-351, 5th International Conference on Ubiquitous Intelligence and Computing, UIC 2008, Oslo, Norway, 23/06/08. https://doi.org/10.1007/978-3-540-69293-5_27

Data randomization for lightweight secure data aggregation in sensor network. / Mohaisen, Abedelaziz; Jeong, Ik Rae; Hong, Dowon et al.
Ubiquitous Intelligence and Computing - 5th International Conference, UIC 2008, Proceedings. 2008. p. 338-351 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5061 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Hong, Dowon

AU - Jho, Nam Su

AU - Nyang, Daehun

N1 - Funding Information: This work was supported by the IT R&D program of MIC/IITA. [2005-Y-001-04, Development of next generation security technology].

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Y1 - 2008

N2 - Data aggregation is one of the main purposes for which sensor networks are developed. However, to secure the data aggregation schemes, several security-related issues have raised including the need for efficient implementations of cryptographic algorithms, secure key management schemes' design and many others. Several works has been introduced in this direction and succeeded to some extent in providing relatively efficient solutions. Yet, one of the questions to be answered is that, can we still aggregate the sensed data with less security-related computation while maintaining a marginal level of security and accuracy? In this paper, we consider data randomization as a possible approach for data aggregation. Since the individual single sensed record is not of a big concern when using data for aggregation, we show how data randomization can explicitly hide the exact single data records to securely exchange them between nodes. To improve the security and accuracy of this approach, we introduce a hybrid scheme that uses the cryptographic approach for a fraction of nodes. We study the efficiency of our schemes in terms of the estimate accuracy and the overhead.

AB - Data aggregation is one of the main purposes for which sensor networks are developed. However, to secure the data aggregation schemes, several security-related issues have raised including the need for efficient implementations of cryptographic algorithms, secure key management schemes' design and many others. Several works has been introduced in this direction and succeeded to some extent in providing relatively efficient solutions. Yet, one of the questions to be answered is that, can we still aggregate the sensed data with less security-related computation while maintaining a marginal level of security and accuracy? In this paper, we consider data randomization as a possible approach for data aggregation. Since the individual single sensed record is not of a big concern when using data for aggregation, we show how data randomization can explicitly hide the exact single data records to securely exchange them between nodes. To improve the security and accuracy of this approach, we introduce a hybrid scheme that uses the cryptographic approach for a fraction of nodes. We study the efficiency of our schemes in terms of the estimate accuracy and the overhead.

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Mohaisen A, Jeong IR, Hong D, Jho NS, Nyang D. Data randomization for lightweight secure data aggregation in sensor network. In Ubiquitous Intelligence and Computing - 5th International Conference, UIC 2008, Proceedings. 2008. p. 338-351. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-540-69293-5_27

Data randomization for lightweight secure data aggregation in sensor network

Abstract

Publication series

Conference

Bibliographical note

Keywords

Access to Document

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Cite this