WHEN YOU SAY (DCOP) PRIVACY, WHAT DO YOU MEAN? - Categorization of DCOP Privacy and Insights on Internal Constraint Privacy

Tal Grinshpoun

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Paper

WHEN YOU SAY (DCOP) PRIVACY, WHAT DO YOU MEAN? - Categorization of DCOP Privacy and Insights on Internal Constraint Privacy

Topics: Constraint Satisfaction; Privacy, Safety and Security

In Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, 380-386, 2012 , Vilamoura, Algarve, Portugal

Author: Tal Grinshpoun

Affiliation: SCE - Sami Shamoon College of Engineering, Israel

Keyword(s): Distributed Constraint Optimization, Constraint Privacy.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Constraint Satisfaction ; Privacy, Safety and Security ; Symbolic Systems

Abstract: Privacy preservation is a main motivation for using the DCOP model and as such, it has been the subject of comprehensive research. The present paper provides for the first time a categorization of all possible DCOP privacy types. The paper focuses on a specific type, internal constraint privacy, which is highly relevant for models that enable asymmetric payoffs (PEAV-DCOP and ADCOP). An analysis of the run of two algorithms, one for ADCOP and one for PEAV, reveals that both models lose some internal constraint privacy.

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Paper citation in several formats:

Grinshpoun, T. (2012). WHEN YOU SAY (DCOP) PRIVACY, WHAT DO YOU MEAN? - Categorization of DCOP Privacy and Insights on Internal Constraint Privacy. In Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART; ISBN 978-989-8425-95-9; ISSN 2184-433X, SciTePress, pages 380-386. DOI: 10.5220/0003752203800386

@conference{icaart12,
author={Tal Grinshpoun.},
title={WHEN YOU SAY (DCOP) PRIVACY, WHAT DO YOU MEAN? - Categorization of DCOP Privacy and Insights on Internal Constraint Privacy},
booktitle={Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
year={2012},
pages={380-386},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003752203800386},
isbn={978-989-8425-95-9},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 4th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
TI - WHEN YOU SAY (DCOP) PRIVACY, WHAT DO YOU MEAN? - Categorization of DCOP Privacy and Insights on Internal Constraint Privacy
SN - 978-989-8425-95-9
IS - 2184-433X
AU - Grinshpoun, T.
PY - 2012
SP - 380
EP - 386
DO - 10.5220/0003752203800386
PB - SciTePress