An enhanced method for privacy preservation in data publishing

Christy Thomas; Diya Thomas

doi:10.1109/ICCCNT.2013.6726658

An enhanced method for privacy preservation in data publishing

Christy Thomas, Diya Thomas

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

2 Citations (Scopus)

Abstract

Privacy-maintaining data release is one of the most important challenges in an information system, because of the wide collection of sensitive information on the internet. A number of solutions have been designed for privacy-maintaining data release. This paper provides an inspection of the state-of-the-art methods for privacy protection. The paper discusses novel and powerful privacy definitions which can be categorized into microdata anonymity methods and differential privacy methods for privacy-maintaining data release. The methods include k-anonymity, l-diversity, t-closeness and js-reduce defense. This paper proposes an enhanced method which will prevents sequential background knowledge attack and provides some anonymization also.

Original language	English
Title of host publication	2013 4th International Conference on Computing, Communications and Networking Technologies, ICCCNT 2013
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	1-5
Number of pages	5
ISBN (Electronic)	9781479939268
ISBN (Print)	9781479939251
DOIs	https://doi.org/10.1109/ICCCNT.2013.6726658
Publication status	Published - 1 Dec 2013
Externally published	Yes
Event	2013 4th International Conference on Computing, Communications and Networking Technologies, ICCCNT 2013 - Tiruchengode, India Duration: 4 Jul 2013 → 6 Jul 2013

Conference

Conference	2013 4th International Conference on Computing, Communications and Networking Technologies, ICCCNT 2013
Country/Territory	India
City	Tiruchengode
Period	4/07/13 → 6/07/13

Keywords

JS-Reduce
K-Anonymity
L-Diversity
T-Closeness

Access to Document

10.1109/ICCCNT.2013.6726658

Cite this

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title = "An enhanced method for privacy preservation in data publishing",

abstract = "Privacy-maintaining data release is one of the most important challenges in an information system, because of the wide collection of sensitive information on the internet. A number of solutions have been designed for privacy-maintaining data release. This paper provides an inspection of the state-of-the-art methods for privacy protection. The paper discusses novel and powerful privacy definitions which can be categorized into microdata anonymity methods and differential privacy methods for privacy-maintaining data release. The methods include k-anonymity, l-diversity, t-closeness and js-reduce defense. This paper proposes an enhanced method which will prevents sequential background knowledge attack and provides some anonymization also.",

keywords = "JS-Reduce, K-Anonymity, L-Diversity, T-Closeness",

author = "Christy Thomas and Diya Thomas",

year = "2013",

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day = "1",

doi = "10.1109/ICCCNT.2013.6726658",

language = "English",

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booktitle = "2013 4th International Conference on Computing, Communications and Networking Technologies, ICCCNT 2013",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

address = "United States",

note = "2013 4th International Conference on Computing, Communications and Networking Technologies, ICCCNT 2013 ; Conference date: 04-07-2013 Through 06-07-2013",

}

Thomas, C & Thomas, D 2013, An enhanced method for privacy preservation in data publishing. in 2013 4th International Conference on Computing, Communications and Networking Technologies, ICCCNT 2013., 6726658, Institute of Electrical and Electronics Engineers (IEEE), pp. 1-5, 2013 4th International Conference on Computing, Communications and Networking Technologies, ICCCNT 2013, Tiruchengode, India, 4/07/13. https://doi.org/10.1109/ICCCNT.2013.6726658

An enhanced method for privacy preservation in data publishing. / Thomas, Christy; Thomas, Diya.
2013 4th International Conference on Computing, Communications and Networking Technologies, ICCCNT 2013. Institute of Electrical and Electronics Engineers (IEEE), 2013. p. 1-5 6726658.

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

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AU - Thomas, Christy

AU - Thomas, Diya

PY - 2013/12/1

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AB - Privacy-maintaining data release is one of the most important challenges in an information system, because of the wide collection of sensitive information on the internet. A number of solutions have been designed for privacy-maintaining data release. This paper provides an inspection of the state-of-the-art methods for privacy protection. The paper discusses novel and powerful privacy definitions which can be categorized into microdata anonymity methods and differential privacy methods for privacy-maintaining data release. The methods include k-anonymity, l-diversity, t-closeness and js-reduce defense. This paper proposes an enhanced method which will prevents sequential background knowledge attack and provides some anonymization also.

KW - JS-Reduce

KW - K-Anonymity

KW - L-Diversity

KW - T-Closeness

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SP - 1

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BT - 2013 4th International Conference on Computing, Communications and Networking Technologies, ICCCNT 2013

PB - Institute of Electrical and Electronics Engineers (IEEE)

T2 - 2013 4th International Conference on Computing, Communications and Networking Technologies, ICCCNT 2013

Y2 - 4 July 2013 through 6 July 2013

ER -

An enhanced method for privacy preservation in data publishing

Abstract

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Keywords

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