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Authors: Jan Kantert 1 ; Melanie Kauder 1 ; Sarah Edenhofer 2 ; Sven Tomforde 2 and Christian Müller-Schloer 1

Affiliations: 1 Leibniz University Hanover, Germany ; 2 University of Augsburg, Germany

ISBN: 978-989-758-172-4

Keyword(s): Colluding Attacks, Multi-Agent-Systems, Technical Trust, Normative Systems, Grid Computing Systems.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Distributed and Mobile Software Systems ; Enterprise Information Systems ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Multi-Agent Systems ; Self Organizing Systems ; Software Engineering ; Symbolic Systems

Abstract: Distributed grid systems offer possible benefits in terms of fast computation of tasks. This is accompanied by potential drawbacks due to their openness, the heterogeneity of participants, and the unpredictability of agent behaviour, since agents have to be considered as black-boxes. The utilisation of technical trust within adaptive collaboration strategies has been shown to counter negative effects caused by these characteristics. A major challenge in this context is the presence of colluding attackers that try to exploit or damage the system in a coordinated fashion. Therefore, this paper presents a novel approach to detect and isolate such colluding attackers. The concept is based on observations of interaction patterns and derives a classification of agent communities. Within the evaluation, we demonstrate the benefit of the approach and highlight the highly reliable classification.

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Paper citation in several formats:
Kantert, J.; Kauder, M.; Edenhofer, S.; Tomforde, S. and Müller-Schloer, C. (2016). Detecting Colluding Attackers in Distributed Grid Systems.In Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-758-172-4, pages 198-206. DOI: 10.5220/0005708301980206

@conference{icaart16,
author={Jan Kantert. and Melanie Kauder. and Sarah Edenhofer. and Sven Tomforde. and Christian Müller{-}Schloer.},
title={Detecting Colluding Attackers in Distributed Grid Systems},
booktitle={Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2016},
pages={198-206},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005708301980206},
isbn={978-989-758-172-4},
}

TY - CONF

JO - Proceedings of the 8th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - Detecting Colluding Attackers in Distributed Grid Systems
SN - 978-989-758-172-4
AU - Kantert, J.
AU - Kauder, M.
AU - Edenhofer, S.
AU - Tomforde, S.
AU - Müller-Schloer, C.
PY - 2016
SP - 198
EP - 206
DO - 10.5220/0005708301980206

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