NOTES ON PRIVACY-PRESERVING DISTRIBUTED MINING AND HAMILTONIAN CYCLES

Renren Dong; Ray kresman

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Paper

NOTES ON PRIVACY-PRESERVING DISTRIBUTED MINING AND HAMILTONIAN CYCLES

Topics: Data Warehouses and Data Mining; Security and Privacy

In Proceedings of the 5th International Conference on Software and Data Technologies - Volume 1: ICSOFT, 103-107, 2010 , University of Piraeus, Greece

Authors: Renren Dong and Ray kresman

Affiliation: Bowling Green State University, United States

Keyword(s): Data mining, Privacy-preserving mining, Hamiltonian cycle, Edge disjoint Hamiltonian cycle.

Related Ontology Subjects/Areas/Topics: Business Analytics ; Communication and Software Technologies and Architectures ; Computer-Supported Education ; Data Engineering ; Data Warehouses and Data Mining ; e-Business ; Enterprise Information Systems ; Information Technologies Supporting Learning ; Mobile and Pervasive Computing ; Security and Privacy ; Telecommunications

Abstract: Distributed storage and retrieval of data is both the norm and a necessity in today’s computing environment. However, sharing and dissemination of this data is subject to privacy concerns. This paper addresses the role of graph theory, especially Hamiltonian cycles, on privacy preserving algorithms for mining distributed data. We propose a new heuristic algorithm for discovering disjoint Hamiltonian cycles in the underlying network. Disjoint Hamiltonian cycles are useful in a number of applications; for example, to ensure that someone’s private data remains private even when others collude to discover the data.

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Paper citation in several formats:

Dong, R. and kresman, R. (2010). NOTES ON PRIVACY-PRESERVING DISTRIBUTED MINING AND HAMILTONIAN CYCLES. In Proceedings of the 5th International Conference on Software and Data Technologies - Volume 1: ICSOFT; ISBN 978-989-8425-22-5; ISSN 2184-2833, SciTePress, pages 103-107. DOI: 10.5220/0002922001030107

@conference{icsoft10,
author={Renren Dong. and Ray kresman.},
title={NOTES ON PRIVACY-PRESERVING DISTRIBUTED MINING AND HAMILTONIAN CYCLES},
booktitle={Proceedings of the 5th International Conference on Software and Data Technologies - Volume 1: ICSOFT},
year={2010},
pages={103-107},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002922001030107},
isbn={978-989-8425-22-5},
issn={2184-2833},
}

TY - CONF

JO - Proceedings of the 5th International Conference on Software and Data Technologies - Volume 1: ICSOFT
TI - NOTES ON PRIVACY-PRESERVING DISTRIBUTED MINING AND HAMILTONIAN CYCLES
SN - 978-989-8425-22-5
IS - 2184-2833
AU - Dong, R.
AU - kresman, R.
PY - 2010
SP - 103
EP - 107
DO - 10.5220/0002922001030107
PB - SciTePress