PRBAC: An Extended Role Based Access Control for Privacy Preserving Data Mining

Jeju Island, South Korea July 14-July 16

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http://doi.ieeecomputersociety.org/10.1109/ICIS.2005.103

Fourth Annual ACIS International Conf ...

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	Anour F. A. Dafa-Alla, Eun Hee Kim, Keun Ho Ryu, Yong Jun Heo, "PRBAC: An Extended Role Based Access Control for Privacy Preserving Data Mining," Computer and Information Science, ACIS International Conference on, pp. 68-73, Fourth Annual ACIS International Conference on Computer and Information Science (ICIS'05), 2005.

	BibTex	x
	@article{ 10.1109/ICIS.2005.103, author = {Anour F. A. Dafa-Alla and Eun Hee Kim and Keun Ho Ryu and Yong Jun Heo}, title = {PRBAC: An Extended Role Based Access Control for Privacy Preserving Data Mining}, journal ={Computer and Information Science, ACIS International Conference on}, volume = {0}, year = {2005}, isbn = {0-7695-2296-3}, pages = {68-73}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICIS.2005.103}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Computer and Information Science, ACIS International Conference on TI - PRBAC: An Extended Role Based Access Control for Privacy Preserving Data Mining SN - 0-7695-2296-3 SP68 EP73 A1 - Anour F. A. Dafa-Alla, A1 - Eun Hee Kim, A1 - Keun Ho Ryu, A1 - Yong Jun Heo, PY - 2005 KW - RBAC KW - Privacy preserving data mining VL - 0 JA - Computer and Information Science, ACIS International Conference on ER -

Anour F. A. Dafa-Alla, Chungbuk National University

Eun Hee Kim, Chungbuk National University

Keun Ho Ryu, Chungbuk National University

Yong Jun Heo, Electronics and Telecommunications Researsch Institute

Issues about privacy-preserving data mining have emerged globally, but still the main problem is that non- sensitive information or unclassified data, one is able to infer sensitive information that is not supposed to be disclosed. This paper proposes an approach to PPDM based on an extended Role based access control called Privacy preserving Data mining using an extended role based access control (PRBAC); Sensitive objects (SOBS) component is added to the model in order to privacy protecting during data mining. Users are allowed to access and thereby mine different sets of data according to their roles. Our proposed model can be used over the existing technologies. The paper goal is topreserve individual?s privacy.

Index Terms:

RBAC, Privacy preserving data mining

Citation:

Anour F. A. Dafa-Alla, Eun Hee Kim, Keun Ho Ryu, Yong Jun Heo, "PRBAC: An Extended Role Based Access Control for Privacy Preserving Data Mining," icis, pp.68-73, Fourth Annual ACIS International Conference on Computer and Information Science (ICIS'05), 2005

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